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papers - a NYWYW Collection
papers updated Oct 31, 2025
Emu3.5: Native Multimodal Models are World Learners Paper
• 2510.26583
• Published Oct 30, 2025 • 117
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via
Hierarchical Model Merging Paper
• 2510.20479
• Published Oct 23, 2025 • 12
Paper
• 2510.18212
• Published Oct 21, 2025 • 36
Video-As-Prompt: Unified Semantic Control for Video Generation Paper
• 2510.20888
• Published Oct 23, 2025 • 50
Reasoning with Sampling: Your Base Model is Smarter Than You Think Paper
• 2510.14901
• Published Oct 16, 2025 • 49
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper
• 2510.21618
• Published Oct 24, 2025 • 103
PixelRefer: A Unified Framework for Spatio-Temporal Object Referring
with Arbitrary Granularity Paper
• 2510.23603
• Published Oct 27, 2025 • 26
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with
Free-Form Preferences Paper
• 2510.23451
• Published Oct 27, 2025 • 28
ACG: Action Coherence Guidance for Flow-based VLA models Paper
• 2510.22201
• Published Oct 25, 2025 • 37
Rethinking Visual Intelligence: Insights from Video Pretraining Paper
• 2510.24448
• Published Oct 28, 2025 • 7
Latent Chain-of-Thought for Visual Reasoning Paper
• 2510.23925
• Published Oct 27, 2025 • 10
From Spatial to Actions: Grounding Vision-Language-Action Model in
Spatial Foundation Priors Paper
• 2510.17439
• Published Oct 20, 2025 • 28
RoboOmni: Proactive Robot Manipulation in Omni-modal Context Paper
• 2510.23763
• Published Oct 27, 2025 • 62
The Principles of Diffusion Models Paper
• 2510.21890
• Published Oct 24, 2025 • 64
Reasoning-Aware GRPO using Process Mining Paper
• 2510.25065
• Published Oct 29, 2025 • 42
Scaling Latent Reasoning via Looped Language Models Paper
• 2510.25741
• Published Oct 29, 2025 • 233
Video-Thinker: Sparking "Thinking with Videos" via Reinforcement
Learning Paper
• 2510.23473
• Published Oct 27, 2025 • 87
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with
the MME-CoF Benchmark Paper
• 2510.26802
• Published Oct 30, 2025 • 34
Exploring Conditions for Diffusion models in Robotic Control Paper
• 2510.15510
• Published Oct 17, 2025 • 40