Category: Papers

1. HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds 🔑 Keywords: HY-World 2.0, multi-modal world model, 3D […]

1. Seedance 2.0: Advancing Video Generation for World Complexity 🔑 Keywords: Multi-modal audio-video generation, Seedance 2.0, Joint generation, Editing capabilities, Generation speed […]

1. ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents 🔑 Keywords: GUI agents, Reinforcement Learning, ClawGUI, Environment Instability, Application […]

1. QuanBench+: A Unified Multi-Framework Benchmark for LLM-Based Quantum Code Generation 🔑 Keywords: QuanBench+, Large Language Models, quantum code generation, functional tests, […]

1. WildDet3D: Scaling Promptable 3D Detection in the Wild 🔑 Keywords: 3D object detection, open-world detection, geometry-aware architecture, large-scale dataset, monocular 3D […]

1. Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability 🔑 Keywords: supervised finetuning, reinforcement learning, cross-domain […]

1. Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning 🔑 Keywords: Process-driven image generation, Multimodal models, Textual planning, Visual […]

1. Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding 🔑 Keywords: Video Understanding, Robustness, Faithfulness, Video-MME-v2, Multimodal Reasoning 💡 […]

1. Self-Distilled RLVR 🔑 Keywords: Reinforcement Learning, Verifiable Rewards, Self-distillation, Training Stability, On-policy Distillation 💡 Category: Reinforcement Learning 🌟 Research Objective: – […]

1. DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models 🔑 Keywords: Data-centric training, Large language models, Sample selection, […]

1. FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization 🔑 Keywords: FIPO, Reinforcement Learning, Discounted Future-KL Divergence, Dense Advantage Formulation 💡 […]

1. TAPS: Task Aware Proposal Distributions for Speculative Sampling 🔑 Keywords: Speculative decoding, draft model, confidence-based routing, acceptance length 💡 Category: Generative […]