Method

Transformer

Transformer is an advanced artificial intelligence system that learns to process human language by being trained on vast amounts of text data.

Papers Using
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100 papers
PAI: Preserving Amplitude Information in Representation-Based Time-Series Anomaly Detection

PAI: Preserving Amplitude Information in Representation-Based Time-Series Anomaly Detection

Shoushou Ren, Dong Lin, Joon Son Chung et al.• 2026

Transformer
★ 87
PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs

Yifan Lu, Abhijit Das, Adinath Dukre et al.• 2026

Transformer
★ 205
Coarse-to-Control: Action-Token Planning for Vision-Language-Action Models

Coarse-to-Control: Action-Token Planning for Vision-Language-Action Models

Yang Gao, Jing Huo, Jingjing Gong et al.• 2026

Transformer
★ 179
Scenario-based Probing and Steering Cultural Values in Large Language Models--Extended Version

Scenario-based Probing and Steering Cultural Values in Large Language Models--Extended Version

Sarah Masud, Trung Duc Anh Dang, Tung Kieu• 2026

Transformer
★ 184
MotionVLA: Vision-Language-Action Model for Humanoid Motion

MotionVLA: Vision-Language-Action Model for Humanoid Motion

Yanjun Li, Yandong Guo, Zhihan Yin et al.• 2026

Transformer
★ 162
Boosting Neural Video Codec via Scale-Driven Online Flow Refinement

Boosting Neural Video Codec via Scale-Driven Online Flow Refinement

Zhimeng Huang, Xiandong Meng, Weijia Jiang et al.• 2026

Transformer
★ 204
Attacking the Trusted Imagination: Oracle-Level Integrity Attacks on Imagine-then-Act World Models

Attacking the Trusted Imagination: Oracle-Level Integrity Attacks on Imagine-then-Act World Models

Kaiyan Ji, Linghan Chen, Minyu Guo• 2026

Transformer
★ 74
A unified complexity bound for logconcave sampling

A unified complexity bound for logconcave sampling

Yunbum Kook, Santosh S. Vempala• 2026

Transformer
★ 165
ROMEVA: Geometry-Preserving Vocabulary Expansion for Roman Urdu Language Models

ROMEVA: Geometry-Preserving Vocabulary Expansion for Roman Urdu Language Models

Seemab Latif, Mahnoor Khan, Milhan Afzal Khan et al.• 2026

Transformer
★ 167
TAGA: Terrain-aware Active Gaze Learning for Generalizable Agile Humanoid Locomotion

TAGA: Terrain-aware Active Gaze Learning for Generalizable Agile Humanoid Locomotion

Hongtao Wang, Guillaume Sartoretti, Yuhong Cao et al.• 2026

Transformer
★ 114
Pepper: High-bandwidth and Scalable Anonymous Broadcast with Cryptographic Privacy

Pepper: High-bandwidth and Scalable Anonymous Broadcast with Cryptographic Privacy

Haoyuan Wang, Chenghao Li, Xianghang Mi• 2026

Transformer
★ 133
Optimal Multiscale Learning of Linear Operators

Optimal Multiscale Learning of Linear Operators

Daniel Sanz-Alonso, Jiaheng Chen• 2026

Transformer
★ 63
From Perception to Action: Can UI Interventions Foster Sustainable LLM Chatbot

From Perception to Action: Can UI Interventions Foster Sustainable LLM Chatbot

Jack Glässer, Martin Kropp, Nitish Patkar et al.• 2026

Transformer
★ 33
An affordable hardware-aware neural architecture search for deploying convolutional neural networks on ultra-low-power computing platforms

An affordable hardware-aware neural architecture search for deploying convolutional neural networks on ultra-low-power computing platforms

Andrea Mattia Garavagno, Antonio Frisoli, Edoardo Ragusa et al.• 2026

Transformer
★ 193
CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation

CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation

Jingyi Zhang, Jiajun Zha, Wenhu Zhang et al.• 2026

Transformer
★ 189
Concordia: JIT-Compiled Persistent-Kernel Checkpointing for Fault-Tolerant LLM Inference

Concordia: JIT-Compiled Persistent-Kernel Checkpointing for Fault-Tolerant LLM Inference

Xiaoning Ding, Yuhang Gan, Chen Qian et al.• 2026

Transformer
★ 97
MindAlign: Decoding Inner Speech from fMRI Signals via Multimodal Embedding Alignment under Limited Data

MindAlign: Decoding Inner Speech from fMRI Signals via Multimodal Embedding Alignment under Limited Data

Muxuan Liu, Satoshi Nishida, Ichiro Kobayashi• 2026

Transformer
★ 187
MetaPoint: Unlocking Precise Spatial Control in Agentic Visual Generation

MetaPoint: Unlocking Precise Spatial Control in Agentic Visual Generation

Xinyu Huang, Dewei Zhou, Liang Li et al.• 2026

Transformer
★ 174
Prompt Quality and Pull Request Outcomes: A Stage-Based Empirical Study of LLM-Assisted Development

Prompt Quality and Pull Request Outcomes: A Stage-Based Empirical Study of LLM-Assisted Development

Daniel Ogenrwot, John Businge, Richard Sserunjogi• 2026

Transformer
★ 50
Cycle-Consistent Neural Explanation of Formal Verification Certificates

Cycle-Consistent Neural Explanation of Formal Verification Certificates

Daniel Borrajo, Andoni Rodriguez, Alberto Pozanco• 2026

Transformer
★ 115
FLAGG: Flexible Autoregressive Graph Generation

FLAGG: Flexible Autoregressive Graph Generation

Samuel Cognolato, Luciano Serafini, Alessandro Sperduti• 2026

Transformer
★ 66
MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents

MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents

Shuo Wang, Dongsheng Li, Zilong Wang et al.• 2026

Transformer
★ 74
MIPSBLEED: Uncovering Microarchitectural Timing Leaks in Pervasive Embedded Processors

MIPSBLEED: Uncovering Microarchitectural Timing Leaks in Pervasive Embedded Processors

Ahmed Najeeb, Billy Bob Brumley• 2026

Transformer
★ 138
TopoCap: Learning Topology-Agnostic Motion Priors for Monocular Video-to-Animation

TopoCap: Learning Topology-Agnostic Motion Priors for Monocular Video-to-Animation

Shi-Min Hu, Jia-Peng Zhang, Cheng-Feng Pu et al.• 2026

Transformer
★ 123
SS-TPT: Stability and Suitability-Guided Test-Time Prompt Tuning for Adversarially Robust Vision-Language Models

SS-TPT: Stability and Suitability-Guided Test-Time Prompt Tuning for Adversarially Robust Vision-Language Models

Daeho Um, Sunoh Kim• 2026

Transformer
★ 93
Adaptive Recurrent Message Passing for Test Time Computing on Graphs

Adaptive Recurrent Message Passing for Test Time Computing on Graphs

Shuhui Wang, Junshu Sun, Qingming Huang et al.• 2026

Transformer
★ 120
RadKey: An LLM-Guided RF Backscatter System for Through-Wall Keystroke Inference

RadKey: An LLM-Guided RF Backscatter System for Through-Wall Keystroke Inference

Huacheng Zeng, Chunqi Qian, Qijun Wang• 2026

Transformer
★ 81
Towards Effective Waste Segmentation for Automated Waste Recycling in Cluttered Background

Towards Effective Waste Segmentation for Automated Waste Recycling in Cluttered Background

Mustansar Fiaz, Sajid Ghuffar, Abdul Hannan et al.• 2026

Transformer
★ 175
A General Framework for Decision Trees via Bregman Divergences

A General Framework for Decision Trees via Bregman Divergences

Mathias Bourel• 2026

Transformer
★ 47
YeasierAgent: Agentic Social Sandbox as a Canvas for Intent-Driven Creation of Platform-Agnostic Symbiotic Agent-Native Applications

YeasierAgent: Agentic Social Sandbox as a Canvas for Intent-Driven Creation of Platform-Agnostic Symbiotic Agent-Native Applications

Jory He• 2026

Transformer
★ 59
IndustryBench-MIPU: Benchmarking Multi-Image Attribute Value Extraction for Industrial Products

IndustryBench-MIPU: Benchmarking Multi-Image Attribute Value Extraction for Industrial Products

Haojun Pan, Jin Cao, Chengfu Huo et al.• 2026

Transformer
★ 128
A Study of Parallel Continuous Local Search

A Study of Parallel Continuous Local Search

Cody J Christopher, Charles Gretton• 2026

Transformer
★ 141
Learning aligned EEG representations with subject-specific encoders

Learning aligned EEG representations with subject-specific encoders

Bruno Aristimunha, Raphael Y. de Camargo, Bruna J. Lopes et al.• 2026

Transformer
★ 87
A Multi-Level Architecture for Reusable Materials Ontologies -- The OntoCrafter Ceramics Ontology (OCO) as Reference Implementation

A Multi-Level Architecture for Reusable Materials Ontologies -- The OntoCrafter Ceramics Ontology (OCO) as Reference Implementation

Wolfgang Grond, Thomas Pannek• 2026

Transformer
★ 77
Which Speech Representation Better Matches Text-Native Reasoning? A Study of Speech-Text Alignment on Frame Rate and Representation

Which Speech Representation Better Matches Text-Native Reasoning? A Study of Speech-Text Alignment on Frame Rate and Representation

Hongzhan Lin, Xinshen Zhang, Yiming Li et al.• 2026

Transformer
★ 36
Spatially Masked Regression Reveals Local and Distributed Predictability in Electrophysiological Recordings

Spatially Masked Regression Reveals Local and Distributed Predictability in Electrophysiological Recordings

Nima Dehghani, Maryam Ostadsharif Memar• 2026

Transformer
★ 129
Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction

Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction

Yu Qiao, Ziang Yan, Sheng Xia et al.• 2026

Transformer
★ 176
Envision4D: Envisioning Visual Futures via Feed-forward 4D Gaussian Splatting for Autonomous Driving

Envision4D: Envisioning Visual Futures via Feed-forward 4D Gaussian Splatting for Autonomous Driving

Zheng Fu, Kun Jiang, Yifei He et al.• 2026

Transformer
★ 177
Multi-SPIN: Multi-Access Speculative Inference for Cooperative Token Generation at the Edge

Multi-SPIN: Multi-Access Speculative Inference for Cooperative Token Generation at the Edge

Hongyang Du, Kaibin Huang, Haotian Zheng et al.• 2026

Transformer
★ 97
BIM-Edit: Benchmarking Large Language Models for IFC-Based Building Information Modeling

BIM-Edit: Benchmarking Large Language Models for IFC-Based Building Information Modeling

Stefan Lüdtke, Tobias Sesterhenn, Stefan Telgmann et al.• 2026

Transformer
★ 118
Feynman Kac Reweighted Schrödinger Bridge Matching for Surface-Based Tau PET Harmonization

Feynman Kac Reweighted Schrödinger Bridge Matching for Surface-Based Tau PET Harmonization

Jianwei Zhang, Yonggang Shi, Xinyu Nie et al.• 2026

Transformer
★ 136
VoidPadding: Let [VOID] Handle Padding in Masked Diffusion Language Models so that [EOS] Can Focus on Semantic Termination

VoidPadding: Let [VOID] Handle Padding in Masked Diffusion Language Models so that [EOS] Can Focus on Semantic Termination

Chunyu Liu, Kaisen Yang, Alex Lamb et al.• 2026

Transformer
★ 116
RankGraph-2: Lifecycle Co-Design for Billion-Node Graph Learning in Recommendation

RankGraph-2: Lifecycle Co-Design for Billion-Node Graph Learning in Recommendation

Hong Li, Renzhi Wu, Tai Guo et al.• 2026

Transformer
★ 195
UniIntervene: Agentic Intervention for Efficient Real-World Reinforcement Learning

UniIntervene: Agentic Intervention for Efficient Real-World Reinforcement Learning

Yitong Gao, Zhenyu Wu, Yudong Lin et al.• 2026

Transformer
★ 46
ReactVLA: Fast and Lightweight Reactive Robot Manipulation via Improved Mean Flow Action Generation

ReactVLA: Fast and Lightweight Reactive Robot Manipulation via Improved Mean Flow Action Generation

Jianwei Zhang, Wenkai Chen, Yanzhao Guo• 2026

Transformer
★ 125
Performance-Driven Environment Abstraction with Multi-Timescale Learning

Performance-Driven Environment Abstraction with Multi-Timescale Learning

Dipankar Maity, Yue Guan, Panagiotis Tsiotras• 2026

Transformer
★ 181
Insulin4RL: Real-Time Insulin Management in the Intensive Care Unit for Offline Reinforcement Learning

Insulin4RL: Real-Time Insulin Management in the Intensive Care Unit for Offline Reinforcement Learning

Thomas Frost, Steve Harris• 2026

Transformer
★ 203
Automated reproducibility assessments in the social and behavioral sciences using large language models

Automated reproducibility assessments in the social and behavioral sciences using large language models

Frauke Kreuter, Tobias Holtdirk, Stefan Rose et al.• 2026

Transformer
★ 177
Constructing Evaluation Datasets for Procedural Reasoning: Balancing Naturalness, Grounding, and Multi-Hop Coverage

Constructing Evaluation Datasets for Procedural Reasoning: Balancing Naturalness, Grounding, and Multi-Hop Coverage

Sarah Elshabrawy, Ashok K. Goel, Rahul K. Dass• 2026

Transformer
★ 195
Wasserstein Exponential Smoothing

Wasserstein Exponential Smoothing

Peiwen Jiang, Takuo Matsubara, Wilson Ye Chen et al.• 2026

Transformer
★ 72
Evaluating Large Language Models in Dynamic Clinical Decision-Making with Standardized Patient Cases

Evaluating Large Language Models in Dynamic Clinical Decision-Making with Standardized Patient Cases

Ya Zhang, Cheng Liang, Pengcheng Qiu et al.• 2026

Transformer
★ 141
Single-Connection Mixed-Criticality Transport with CATS: Bounded Guarantees, Three Structural Limits, and a QUIC Escape

Single-Connection Mixed-Criticality Transport with CATS: Bounded Guarantees, Three Structural Limits, and a QUIC Escape

Syed Muhammad Aqdas Rizvi• 2026

Transformer
★ 19
Quantum Convolutional Neural Networks for Groundwater Heat Plume Prediction: A Surrogate Modeling Approach

Quantum Convolutional Neural Networks for Groundwater Heat Plume Prediction: A Surrogate Modeling Approach

Miriam Schulte, Julia Pelzer, Danyal Maheshwari• 2026

Transformer
★ 135
VisCritic: Visual State Comparison as Process Reward for GUI Agents

VisCritic: Visual State Comparison as Process Reward for GUI Agents

Jiachen Qian• 2026

Transformer
★ 26
SkillResolve-Bench: Measuring and Resolving Same-Capability Ambiguity in Agent Skill Retrieval

SkillResolve-Bench: Measuring and Resolving Same-Capability Ambiguity in Agent Skill Retrieval

Jiandong Ding• 2026

Transformer
★ 128
Mix, Don't Pick: Why Synthetic Corpus Composition Matters for Time Series Foundation Model Pretraining

Mix, Don't Pick: Why Synthetic Corpus Composition Matters for Time Series Foundation Model Pretraining

Debdeep Sanyal, Dhruv Kumar, Aaryan Nagpal et al.• 2026

Transformer
★ 198
SIDInspector: A Mapping-First Diagnostic Resource for Semantic-ID Tokenizers

SIDInspector: A Mapping-First Diagnostic Resource for Semantic-ID Tokenizers

Tianying Liu, Jiandong Ding, Heng Chang et al.• 2026

Transformer
★ 187
Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluation in Football

Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluation in Football

Andrew Kang, Priya Narasimhan• 2026

Transformer
★ 42
AxisGuide: Grounding Robot Action Coordinate System in RGB Observations for Robust Visuomotor Manipulation

AxisGuide: Grounding Robot Action Coordinate System in RGB Observations for Robust Visuomotor Manipulation

Woosung Joung, Jiyun Jang, Daewon Chae et al.• 2026

Transformer
★ 187
Deliberate Evolution: Agentic Reasoning for Sample-Efficient Symbolic Regression with LLMs

Deliberate Evolution: Agentic Reasoning for Sample-Efficient Symbolic Regression with LLMs

Fangrui Lv, Xinyu Pang, Sen Cui et al.• 2026

Transformer
★ 213
Reinforcement learning to improve large language model-based automated code compliance systems

Reinforcement learning to improve large language model-based automated code compliance systems

Justin K. W. Yeoh, Wawan Solihin, Minghao Dang et al.• 2026

Transformer
★ 162
Decoding Insect Song: A Multitask Semisupervised Orthoptera Bioacoustic Classifier

Decoding Insect Song: A Multitask Semisupervised Orthoptera Bioacoustic Classifier

Tom Mills, Danil Kuzin, Steven Reece et al.• 2026

Transformer
★ 112
Seeing Before Colliding: Anticipatory Safe RL with Frozen Vision-Language Models

Seeing Before Colliding: Anticipatory Safe RL with Frozen Vision-Language Models

Samuel Tetteh, Cody Fleming• 2026

Transformer
★ 201
ALCL: An Adaptive Log-Correntropy Loss for Robust Learning under Non-Gaussian Noise

ALCL: An Adaptive Log-Correntropy Loss for Robust Learning under Non-Gaussian Noise

Mainak Kundu, Ria Kanjilal, Ismail Uysal• 2026

Transformer
★ 160
Where Instruction Hierarchy Breaks: Diagnosing and Repairing Failures in Reasoning Language Models

Where Instruction Hierarchy Breaks: Diagnosing and Repairing Failures in Reasoning Language Models

G. Edward Suh, Sanjay Kariyappa• 2026

Transformer
★ 131
When RL Fails after SFT: Rejuvenating Model Plasticity for Robust SFT-to-RL Handoff

When RL Fails after SFT: Rejuvenating Model Plasticity for Robust SFT-to-RL Handoff

Xu Wan, Runze Liu, Ling Pan et al.• 2026

Transformer
★ 193
Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification

Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification

Minjae Lee, Jaeyoon Sim, Guorong Wu et al.• 2026

Transformer
★ 203
Low-Frequency Shortcuts in Texture-Driven Visual Learning

Low-Frequency Shortcuts in Texture-Driven Visual Learning

Cathy Hou, Stratos Idreos, Utku Şirin et al.• 2026

Transformer
★ 123
TACTFUL: Tactile-Driven Exploration For Object Localization and Identification in Confined Environments

TACTFUL: Tactile-Driven Exploration For Object Localization and Identification in Confined Environments

Camilla Tabasso, Chung Hee Kim, Tye Brady et al.• 2026

Transformer
★ 166
Simulated Customers Never Walk Away: Decision Fidelity of LLM User Simulators Measured Against Real Purchase Outcomes

Simulated Customers Never Walk Away: Decision Fidelity of LLM User Simulators Measured Against Real Purchase Outcomes

Liang Chen• 2026

Transformer
★ 102
Keep Policy Gradient in Charge: Sibling-Guided Credit Distillation for Long-Horizon Tool-Use Agents

Keep Policy Gradient in Charge: Sibling-Guided Credit Distillation for Long-Horizon Tool-Use Agents

Juan Pablo De la Cruz Weinstein, Tianyu Ding, Jianhong Xin• 2026

Transformer
★ 58
Be My Tutor: On-Policy Co-Distillation for Mutual LLM Improvement via Peer Feedback

Be My Tutor: On-Policy Co-Distillation for Mutual LLM Improvement via Peer Feedback

Woohyeon Byeon, Jeonghye Kim, Jiwon Jeon et al.• 2026

Transformer
★ 155
One Step Closer to Ground Truth: A Multi-Scale Residual-Aware Representation Learning Pipeline for Predicting Time Series Data

One Step Closer to Ground Truth: A Multi-Scale Residual-Aware Representation Learning Pipeline for Predicting Time Series Data

M. M. Lutfe Elahi, Mustafa Kamal, Amrijit Biswas et al.• 2026

Transformer
★ 92
From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents

From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents

Tanmay Shah, Pritam Dash, Tongyu Ge et al.• 2026

Transformer
★ 173
A Guide to Estimating Conditional Average Treatment Effects in Competing Risks Settings

A Guide to Estimating Conditional Average Treatment Effects in Competing Risks Settings

Sarah Friedrich, Daniel Klippert, Markus Pauly• 2026

Transformer
★ 135
"Zooming In" on Agentic Web Browsers as Assistive Technologies: A Case Study with a Low-Vision Technology Expert

"Zooming In" on Agentic Web Browsers as Assistive Technologies: A Case Study with a Low-Vision Technology Expert

Laura Colazzo, Giuseppe Anzillotti• 2026

Transformer
★ 67
Operator Fusion for LLM Inference on the Tensix Architecture

Operator Fusion for LLM Inference on the Tensix Architecture

Ruian Zhang, Jie Yu, Lili Liu et al.• 2026

Transformer
★ 178
GAS-Leak-LLM: Genetic Algorithm-Based Suffix Optimization for Black-Box LLM Jailbreaking

GAS-Leak-LLM: Genetic Algorithm-Based Suffix Optimization for Black-Box LLM Jailbreaking

Vishnu M, Amal Murali PK, Aman Anifer et al.• 2026

Transformer
★ 29
Assessing the Carbon Emissions and Energy Consumption of U.S. Hyperscale Data Centers

Assessing the Carbon Emissions and Energy Consumption of U.S. Hyperscale Data Centers

Kevin Butler, Falco J. Bargagli-Stoffi, Eric Bell et al.• 2026

Transformer
★ 106
CITADEL: CSI-Based Jamming Detection and Open-Set Classification for IIoT Networks

CITADEL: CSI-Based Jamming Detection and Open-Set Classification for IIoT Networks

Abderrahim Benslimane, Valeria Loscri, Vincent Lenders et al.• 2026

Transformer
★ 159
ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models

ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models

Linqi Song, Hanxu Hou, Wenhao Liu et al.• 2026

Transformer
★ 130
Modeling Complex Behaviors: Multi-Personality Composition and Dynamic Switching in Vision-Language Models

Modeling Complex Behaviors: Multi-Personality Composition and Dynamic Switching in Vision-Language Models

Linkang Du, Haonan Jia, Yuntao Wang et al.• 2026

Transformer
★ 183
From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs

From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs

Muhammad Awais, Wish Suharitdamrong, Sara Atito et al.• 2026

Transformer
★ 148
WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning

Dimitris Spathis, Daniel McDuff, Xin Liu et al.• 2026

Transformer
★ 124
Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics

Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics

Alexander Tong, Antonio Franca• 2026

Transformer
★ 70
Infini Memory: Maintainable Topic Documents for Long-Term LLM Agent Memory

Infini Memory: Maintainable Topic Documents for Long-Term LLM Agent Memory

Ruisong Wang, Guohao Dai, Suozhao Ji et al.• 2026

Transformer
★ 80
A Cross-view Fusion Framework for Robust 6-DoF Grasp Pose Estimation

A Cross-view Fusion Framework for Robust 6-DoF Grasp Pose Estimation

Jin Xie, jianjun Qian, Haobo Jiang et al.• 2026

Transformer
★ 55
From Correlation to Causation in Lane Change Prediction for Automated Driving: A Causal Explanation Framework

From Correlation to Causation in Lane Change Prediction for Automated Driving: A Causal Explanation Framework

Augusto Luis Ballardini, Aditya Kumar, Miguel Ángel Sotelo et al.• 2026

Transformer
★ 161
VIMPO: Value-Implicit Policy Optimization for LLMs

VIMPO: Value-Implicit Policy Optimization for LLMs

Xuandong Zhao, Dawn Song, Aosong Feng et al.• 2026

Transformer
★ 106
TreeGRNG: Binary Tree Gaussian Random Number Generator for Efficient Probabilistic AI Hardware

TreeGRNG: Binary Tree Gaussian Random Number Generator for Efficient Probabilistic AI Hardware

Shirui Zhao, Guilherme Paim, Marian Verhelst et al.• 2026

Transformer
★ 75
ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software

ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software

Pulkit Singh Singaria, Jordi Del Castillo, Hammond Pearce et al.• 2026

Transformer
★ 125
DuET: Dual Expert Trajectories for Diffusion Image Editing

DuET: Dual Expert Trajectories for Diffusion Image Editing

Lidia Troeshestova, Alexander Ustyuzhanin, Sergey Kastryulin• 2026

Transformer
★ 195
SparDA: Sparse Decoupled Attention for Efficient Long-Context LLM Inference

SparDA: Sparse Decoupled Attention for Efficient Long-Context LLM Inference

Yaosheng Fu, Xin Dong, Song Han et al.• 2026

Transformer
★ 94
Cascaded Sparse Autoencoders Learn Multi-Level Visual Concepts in Multimodal LLMs

Cascaded Sparse Autoencoders Learn Multi-Level Visual Concepts in Multimodal LLMs

Hengyi Wang, Hao Wang, Akshay Nambi et al.• 2026

Transformer
★ 67
APT: Atomic Physical Transitions for Causal Video-Language Understanding

APT: Atomic Physical Transitions for Causal Video-Language Understanding

Chenwei Xu, Shang Wu, Haoran Lu et al.• 2026

Transformer
★ 26
REMOP: REmote-Memory-aware OPerator Optimization

REMOP: REmote-Memory-aware OPerator Optimization

Yuqiu Zhang, Hans-Arno Jacobsen, Shiquan Zhang et al.• 2026

Transformer
★ 67
SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG

SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG

Peter West, Issam H. Laradji, Amirhossein Abaskohi et al.• 2026

Transformer
★ 184
S-GBT: Smooth Growth Bound Tensor for Certified Robustness Against Word Substitution Attacks in NLP

S-GBT: Smooth Growth Bound Tensor for Certified Robustness Against Word Substitution Attacks in NLP

Mohammed Erradi, Adnane Saoud, Mohammed Bouri• 2026

Transformer
★ 213
Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience Agents

Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience Agents

Yejin Son, Sungyoung Kim, Hyojin Kim et al.• 2026

Transformer
★ 85
Extending Item Response Theory for Efficient and Meaningful Multilingual Evaluation

Extending Item Response Theory for Efficient and Meaningful Multilingual Evaluation

Tzviel Frostig, Matan Eyal, Gili Lior et al.• 2026

Transformer
★ 68