| Spanning the Visual Analogy Space with a Weight Basis of LoRAs | Feb 17, 2026 | | —Unverified | 2 |
| AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents | Feb 16, 2026 | | —Unverified | 2 |
| AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories | Feb 16, 2026 | | —Unverified | 2 |
| REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents | Feb 15, 2026 | | —Unverified | 2 |
| Experiential Reinforcement Learning | Feb 15, 2026 | | —Unverified | 2 |
| Endless Terminals: Scaling RL Environments for Terminal Agents | Feb 14, 2026 | | —Unverified | 2 |
| ParoQuant: Pairwise Rotation Quantization for Efficient Reasoning LLM Inference | Feb 14, 2026 | | —Unverified | 2 |
| VLA-JEPA: Enhancing Vision-Language-Action Model with Latent World Model | Feb 14, 2026 | | —Unverified | 2 |
| Latent Denoising Makes Good Tokenizers | Feb 14, 2026 | | —Unverified | 2 |
| GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics | Feb 13, 2026 | | —Unverified | 2 |
| FISHER: A Foundation Model for Multi-Modal Industrial Signal Comprehensive Representation | Feb 13, 2026 | | —Unverified | 2 |
| Towards Universal Video MLLMs with Attribute-Structured and Quality-Verified Instructions | Feb 13, 2026 | | —Unverified | 2 |
| Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs | Feb 12, 2026 | | —Unverified | 2 |
| ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation | Feb 12, 2026 | | —Unverified | 2 |
| Unveiling Implicit Advantage Symmetry: Why GRPO Struggles with Exploration and Difficulty Adaptation | Feb 12, 2026 | | —Unverified | 2 |
| ABot-N0: Technical Report on the VLA Foundation Model for Versatile Embodied Navigation | Feb 12, 2026 | | —Unverified | 2 |
| CLI-Gym: Scalable CLI Task Generation via Agentic Environment Inversion | Feb 11, 2026 | | —Unverified | 2 |
| DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories | Feb 11, 2026 | | —Unverified | 2 |
| Accelerating Streaming Video Large Language Models via Hierarchical Token Compression | Feb 11, 2026 | | —Unverified | 2 |
| The Million-Label NER: Breaking Scale Barriers with GLiNER bi-encoder | Feb 11, 2026 | | —Unverified | 2 |
| Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey | Feb 10, 2026 | | —Unverified | 2 |
| Olaf-World: Orienting Latent Actions for Video World Modeling | Feb 10, 2026 | | —Unverified | 2 |
| Evolving Interactive Diagnostic Agents in a Virtual Clinical Environment | Feb 10, 2026 | | —Unverified | 2 |
| Weak-Driven Learning: How Weak Agents make Strong Agents Stronger | Feb 9, 2026 | | —Unverified | 2 |
| Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems | Feb 9, 2026 | | —Unverified | 2 |
| Bolmo: Byteifying the Next Generation of Language Models | Feb 9, 2026 | | —Unverified | 2 |
| ArcFlow: Unleashing 2-Step Text-to-Image Generation via High-Precision Non-Linear Flow Distillation | Feb 9, 2026 | | —Unverified | 2 |
| How to Correctly Report LLM-as-a-Judge Evaluations | Feb 9, 2026 | | —Unverified | 2 |
| MotionCrafter: Dense Geometry and Motion Reconstruction with a 4D VAE | Feb 9, 2026 | | —Unverified | 2 |
| InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models | Feb 9, 2026 | | —Unverified | 2 |
| PISCO: Precise Video Instance Insertion with Sparse Control | Feb 9, 2026 | | —Unverified | 2 |
| RAP: 3D Rasterization Augmented End-to-End Planning | Feb 8, 2026 | | —Unverified | 2 |
| Learning to Continually Learn via Meta-learning Agentic Memory Designs | Feb 8, 2026 | | —Unverified | 2 |
| Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics | Feb 7, 2026 | | —Unverified | 2 |
| RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data | Feb 7, 2026 | | —Unverified | 2 |
| compar:IA: The French Government's LLM arena to collect French-language human prompts and preference data | Feb 6, 2026 | | —Unverified | 2 |
| FloodDiffusion: Tailored Diffusion Forcing for Streaming Motion Generation | Feb 6, 2026 | | —Unverified | 2 |
| Learning a Generative Meta-Model of LLM Activations | Feb 6, 2026 | | —Unverified | 2 |
| EEG Foundation Models: Progresses, Benchmarking, and Open Problems | Feb 5, 2026 | | —Unverified | 2 |
| Sparse Video Generation Propels Real-World Beyond-the-View Vision-Language Navigation | Feb 5, 2026 | | —Unverified | 2 |
| Context Forcing: Consistent Autoregressive Video Generation with Long Context | Feb 5, 2026 | | —Unverified | 2 |
| Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration? | Feb 4, 2026 | | —Unverified | 2 |
| Rethinking the Trust Region in LLM Reinforcement Learning | Feb 4, 2026 | | —Unverified | 2 |
| Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory | Feb 3, 2026 | | —Unverified | 2 |
| Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis | Feb 3, 2026 | | —Unverified | 2 |
| Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models | Feb 2, 2026 | | —Unverified | 2 |
| SERA: Soft-Verified Efficient Repository Agents | Feb 2, 2026 | | —Unverified | 2 |
| A Survey on Efficient Vision-Language-Action Models | Feb 2, 2026 | | —Unverified | 2 |
| RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents | Feb 2, 2026 | | —Unverified | 2 |
| Mind-Brush: Integrating Agentic Cognitive Search and Reasoning into Image Generation | Feb 2, 2026 | | —Unverified | 2 |