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Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
Paper • 2603.19220 • Published • 70 -
Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR
Paper • 2605.20164 • Published • 6 -
GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment
Paper • 2605.19577 • Published • 59 -
EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL
Paper • 2605.18703 • Published • 50
Collections
Discover the best community collections!
Collections including paper arxiv:2605.08063
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Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization
Paper • 2605.15980 • Published • 36 -
NGRPO: Negative-enhanced Group Relative Policy Optimization
Paper • 2509.18851 • Published • 2 -
CEPO: RLVR Self-Distillation using Contrastive Evidence Policy Optimization
Paper • 2605.19436 • Published • 14 -
Delta Attention Residuals
Paper • 2605.18855 • Published • 8
-
Self-Distilled RLVR
Paper • 2604.03128 • Published • 180 -
Token Warping Helps MLLMs Look from Nearby Viewpoints
Paper • 2604.02870 • Published • 34 -
A Simple Baseline for Streaming Video Understanding
Paper • 2604.02317 • Published • 74 -
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers
Paper • 2605.06169 • Published • 238
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LTX-2: Efficient Joint Audio-Visual Foundation Model
Paper • 2601.03233 • Published • 184 -
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
Paper • 2601.07832 • Published • 53 -
Motion Attribution for Video Generation
Paper • 2601.08828 • Published • 72 -
Post-LayerNorm Is Back: Stable, ExpressivE, and Deep
Paper • 2601.19895 • Published • 27
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Continuous Latent Diffusion Language Model
Paper • 2605.06548 • Published • 85 -
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer
Paper • 2605.15178 • Published • 91 -
A^2RD: Agentic Autoregressive Diffusion for Long Video Consistency
Paper • 2605.06924 • Published • 16 -
Diffusion Policy Policy Optimization
Paper • 2409.00588 • Published • 20
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Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections
Paper • 2603.12180 • Published • 65 -
Flow-OPD: On-Policy Distillation for Flow Matching Models
Paper • 2605.08063 • Published • 102 -
Normalizing Trajectory Models
Paper • 2605.08078 • Published • 15 -
STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation
Paper • 2605.08029 • Published • 12
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E-GRPO: High Entropy Steps Drive Effective Reinforcement Learning for Flow Models
Paper • 2601.00423 • Published • 11 -
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 235 -
FP8-RL: A Practical and Stable Low-Precision Stack for LLM Reinforcement Learning
Paper • 2601.18150 • Published • 10 -
DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment
Paper • 2601.20218 • Published • 16
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CoLLM: A Large Language Model for Composed Image Retrieval
Paper • 2503.19910 • Published • 15 -
LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing
Paper • 2503.21541 • Published • 1 -
HumanDreamer-X: Photorealistic Single-image Human Avatars Reconstruction via Gaussian Restoration
Paper • 2504.03536 • Published • 13 -
FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis
Paper • 2504.04842 • Published • 35
-
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
Paper • 2603.19220 • Published • 70 -
Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR
Paper • 2605.20164 • Published • 6 -
GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment
Paper • 2605.19577 • Published • 59 -
EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL
Paper • 2605.18703 • Published • 50
-
Continuous Latent Diffusion Language Model
Paper • 2605.06548 • Published • 85 -
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer
Paper • 2605.15178 • Published • 91 -
A^2RD: Agentic Autoregressive Diffusion for Long Video Consistency
Paper • 2605.06924 • Published • 16 -
Diffusion Policy Policy Optimization
Paper • 2409.00588 • Published • 20
-
Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization
Paper • 2605.15980 • Published • 36 -
NGRPO: Negative-enhanced Group Relative Policy Optimization
Paper • 2509.18851 • Published • 2 -
CEPO: RLVR Self-Distillation using Contrastive Evidence Policy Optimization
Paper • 2605.19436 • Published • 14 -
Delta Attention Residuals
Paper • 2605.18855 • Published • 8
-
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections
Paper • 2603.12180 • Published • 65 -
Flow-OPD: On-Policy Distillation for Flow Matching Models
Paper • 2605.08063 • Published • 102 -
Normalizing Trajectory Models
Paper • 2605.08078 • Published • 15 -
STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation
Paper • 2605.08029 • Published • 12
-
Self-Distilled RLVR
Paper • 2604.03128 • Published • 180 -
Token Warping Helps MLLMs Look from Nearby Viewpoints
Paper • 2604.02870 • Published • 34 -
A Simple Baseline for Streaming Video Understanding
Paper • 2604.02317 • Published • 74 -
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers
Paper • 2605.06169 • Published • 238
-
E-GRPO: High Entropy Steps Drive Effective Reinforcement Learning for Flow Models
Paper • 2601.00423 • Published • 11 -
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 235 -
FP8-RL: A Practical and Stable Low-Precision Stack for LLM Reinforcement Learning
Paper • 2601.18150 • Published • 10 -
DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment
Paper • 2601.20218 • Published • 16
-
LTX-2: Efficient Joint Audio-Visual Foundation Model
Paper • 2601.03233 • Published • 184 -
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
Paper • 2601.07832 • Published • 53 -
Motion Attribution for Video Generation
Paper • 2601.08828 • Published • 72 -
Post-LayerNorm Is Back: Stable, ExpressivE, and Deep
Paper • 2601.19895 • Published • 27
-
CoLLM: A Large Language Model for Composed Image Retrieval
Paper • 2503.19910 • Published • 15 -
LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing
Paper • 2503.21541 • Published • 1 -
HumanDreamer-X: Photorealistic Single-image Human Avatars Reconstruction via Gaussian Restoration
Paper • 2504.03536 • Published • 13 -
FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis
Paper • 2504.04842 • Published • 35