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Prompt Repetition Improves Non-Reasoning LLMs
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Towards a Science of Scaling Agent Systems
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Fast and Accurate Causal Parallel Decoding using Jacobi Forcing
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TalkVerse: Democratizing Minute-Long Audio-Driven Video Generation
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GLM-TTS Technical Report
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Native and Compact Structured Latents for 3D Generation
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One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation
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T5Gemma 2: Seeing, Reading, and Understanding Longer
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Evaluating AI’s ability to perform scientific research tasks
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AutoRefiner: Improving Autoregressive Video Diffusion Models via Reflective Refinement Over the Stochastic Sampling Path
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Soul: Breathe Life into Digital Human for High-fidelity Long-term Multimodal Animation
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Transform Trained Transformer: Accelerating Naive 4K Video Generation Over 10
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GTR-Turbo: Merged Checkpoint is Secretly a Free Teacher for Agentic VLM Training
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KlingAvatar 2.0 Technical Report
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Wait, Wait, Wait... Why Do Reasoning Models Loop?
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World Models Can Leverage Human Videos for Dexterous Manipulation
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Towards Scalable Pre-training of Visual Tokenizers for Generation
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Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model
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Schrodinger Audio-Visual Editor: Object-Level Audiovisual Removal
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Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling
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Diffusion Language Model Inference with Monte Carlo Tree Search
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SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder
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Confucius Code Agent: Scalable Agent Scaffolding for Real-World Codebases
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CXL-SpecKV: A Disaggregated FPGA Speculative KV-Cache for Datacenter LLM Serving
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BabyVLM-V2: Toward Developmentally Grounded Pretraining and Benchmarking of Vision Foundation Models
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Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization
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Glance: Accelerating Diffusion Models with 1 Sample
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Sharp Monocular View Synthesis in Less Than a Second
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On Learning-Curve Monotonicity for Maximum Likelihood Estimators
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Matrix-game 2.0: An open-source real-time and streaming interactive world model
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UniUGP: Unifying Understanding, Generation, and Planing For End-to-end Autonomous Driving
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Efficiently Reconstructing Dynamic Scenes One D4RT at a Time
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PAVAS: Physics-Aware Video-to-Audio Synthesis
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Chain-of-Image Generation: Toward Monitorable and Controllable Image Generation
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HybridToken-VLM: Hybrid Token Compression for Vision-Language Models
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MM-CoT:A Benchmark for Probing Visual Chain-of-Thought Reasoning in Multimodal Models
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Process Reward Models That Think
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Distribution Matching Variational AutoEncoder
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Skywork-R1V4: Toward Agentic Multimodal Intelligence through Interleaved Thinking with Images and DeepResearch
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UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation
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Kimi-Dev: Agentless Training as Skill Prior for SWE-Agents
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Unsupervised decoding of encoded reasoning using language model interpretability
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EditThinker: Unlocking Iterative Reasoning for Any Image Editor
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Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning
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EgoEdit: Dataset, Real-Time Streaming Model, and Benchmark for Egocentric Video Editing
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Delving into Latent Spectral Biasing of Video VAEs for Superior Diffusability
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Semantics Lead the Way: Harmonizing Semantic and Texture Modeling with Asynchronous Latent Diffusion
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SIMA 2: A Generalist Embodied Agent for Virtual Worlds
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SMP: Reusable Score-Matching Motion Priors for Physics-Based Character Control
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Training LLMs for Honesty via Confessions
