Submitted by zhiyuanhucs 76 Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models · 8 authors 3
Submitted by SiyuanH 18 EnerVerse-AC: Envisioning Embodied Environments with Action Condition · 11 authors 2
Submitted by Seongyun 16 The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think · 12 authors 2
Submitted by SiyuanH 15 EWMBench: Evaluating Scene, Motion, and Semantic Quality in Embodied World Models · 8 authors 2
Submitted by Jerrycool 12 MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering · 11 authors 2
Submitted by stefanvasilev 11 Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation · 6 authors 2
Submitted by swarnaNLP 10 J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning · 7 authors 2
Submitted by Jiafei1224 9 PointArena: Probing Multimodal Grounding Through Language-Guided Pointing · 15 authors 2
Submitted by intchous 8 Style Customization of Text-to-Vector Generation with Image Diffusion Priors · 3 authors 3
Submitted by adarshxs 8 Achieving Tokenizer Flexibility in Language Models through Heuristic Adaptation and Supertoken Learning · 4 authors 2
Submitted by Warrieryes 7 OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning · 11 authors 3
Submitted by HeverLaw 6 ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking · 7 authors 2
Submitted by sayakpaul 5 Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis · 5 authors 2
Submitted by csgaobb 5 AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection · 10 authors 4
Submitted by csgaobb 4 MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning · 1 authors 2
Submitted by csgaobb 4 Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt · 1 authors 2
Submitted by csgaobb 4 Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation · 5 authors 2
Submitted by RanjanSapkota 3 AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenge · 3 authors 2
Submitted by mlfu7 3 Real2Render2Real: Scaling Robot Data Without Dynamics Simulation or Robot Hardware · 8 authors 2