| OSF: On Pre-training and Scaling of Sleep Foundation Models | Feb 27, 2026 | | —Unverified | 1 |
| Revisiting Text Ranking in Deep Research | Feb 25, 2026 | | —Unverified | 1 |
| Large Multimodal Models as General In-Context Classifiers | Feb 26, 2026 | | —Unverified | 1 |
| Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models | Mar 16, 2026 | | —Unverified | 1 |
| CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding | Feb 2, 2026 | | —Unverified | 1 |
| Rethinking Global Text Conditioning in Diffusion Transformers | Feb 9, 2026 | | —Unverified | 1 |
| Simultaneous Tactile-Visual Perception for Learning Multimodal Robot Manipulation | Feb 9, 2026 | | —Unverified | 1 |
| Segment Any Events with Language | Jan 30, 2026 | | —Unverified | 1 |
| Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training | Feb 8, 2026 | | —Unverified | 1 |
| Benchmarking Vision-Language Models for French PDF-to-Markdown Conversion | Feb 12, 2026 | | —Unverified | 1 |
| See Less, See Right: Bi-directional Perceptual Shaping For Multimodal Reasoning | Feb 5, 2026 | | —Unverified | 1 |
| SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models | Feb 22, 2026 | | —Unverified | 1 |
| Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer | Mar 19, 2026 | | —Unverified | 1 |
| Stroke of Surprise: Progressive Semantic Illusions in Vector Sketching | Feb 12, 2026 | | —Unverified | 1 |
| Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space | Jan 28, 2026 | | —Unverified | 1 |
| GRADE: Benchmarking Discipline-Informed Reasoning in Image Editing | Mar 12, 2026 | | —Unverified | 1 |
| SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios | Jan 26, 2026 | | —Unverified | 1 |
| Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training | Mar 2, 2026 | | —Unverified | 1 |
| VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL | Mar 5, 2026 | | —Unverified | 1 |
| Reasoning Core: A Scalable Procedural Data Generation Suite for Symbolic Pre-training and Post-Training | Mar 2, 2026 | | —Unverified | 1 |
| Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking | Feb 24, 2026 | | —Unverified | 1 |
| Imagination Helps Visual Reasoning, But Not Yet in Latent Space | Feb 26, 2026 | | —Unverified | 1 |
| Reward Prediction with Factorized World States | Mar 10, 2026 | | —Unverified | 1 |
| Map the Flow: Revealing Hidden Pathways of Information in VideoLLMs | Mar 3, 2026 | | —Unverified | 1 |
| Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL | Feb 3, 2026 | | —Unverified | 1 |
| Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model | Mar 5, 2026 | | —Unverified | 1 |
| Stereo World Model: Camera-Guided Stereo Video Generation | Mar 18, 2026 | | —Unverified | 1 |
| π-StepNFT: Wider Space Needs Finer Steps in Online RL for Flow-based VLAs | Mar 9, 2026 | | —Unverified | 1 |
| Quantile Advantage Estimation: Stabilizing RLVR for LLM Reasoning | Feb 28, 2026 | | —Unverified | 1 |
| SwimBird: Eliciting Switchable Reasoning Mode in Hybrid Autoregressive MLLMs | Feb 5, 2026 | | —Unverified | 1 |
| GOT-Edit: Geometry-Aware Generic Object Tracking via Online Model Editing | Feb 24, 2026 | | —Unverified | 1 |
| Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment | Feb 12, 2026 | | —Unverified | 1 |
| ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents | Mar 19, 2026 | | —Unverified | 1 |
| AgentOCR: Reimagining Agent History via Optical Self-Compression | Feb 28, 2026 | | —Unverified | 1 |
| Can Language Models Discover Scaling Laws? | Jan 22, 2026 | | —Unverified | 1 |
| Adam Improves Muon: Adaptive Moment Estimation with Orthogonalized Momentum | Feb 20, 2026 | | —Unverified | 1 |
| InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning | Feb 9, 2026 | | —Unverified | 1 |
| LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs | Feb 25, 2026 | | —Unverified | 1 |
| SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale | Feb 27, 2026 | | —Unverified | 1 |
| CASA: Cross-Attention over Self-Attention for Efficient Vision-Language Fusion | Mar 6, 2026 | | —Unverified | 1 |
| Mono4DGS-HDR: High Dynamic Range 4D Gaussian Splatting from Alternating-exposure Monocular Videos | Mar 1, 2026 | | —Unverified | 1 |
| M^3: Dense Matching Meets Multi-View Foundation Models for Monocular Gaussian Splatting SLAM | Mar 17, 2026 | | —Unverified | 1 |
| BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning | Mar 5, 2026 | | —Unverified | 1 |
| Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections | Mar 12, 2026 | | —Unverified | 1 |
| Self-Improving World Modelling with Latent Actions | Feb 15, 2026 | | —Unverified | 1 |
| MDM-Prime-v2: Binary Encoding and Index Shuffling Enable Compute-optimal Scaling of Diffusion Language Models | Mar 17, 2026 | | —Unverified | 1 |
| ReLoop: Structured Modeling and Behavioral Verification for Reliable LLM-Based Optimization | Feb 17, 2026 | | —Unverified | 1 |
| HiconAgent: History Context-aware Policy Optimization for GUI Agents | Mar 8, 2026 | | —Unverified | 1 |
| Revisiting the Platonic Representation Hypothesis: An Aristotelian View | Feb 16, 2026 | | —Unverified | 1 |
| SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise | Feb 13, 2026 | | —Unverified | 1 |