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upvoted 7 papers 2 days ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published 3 days ago • 134

Visual Generation Tuning

Paper • 2511.23469 • Published Nov 28, 2025 • 14

NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation

Paper • 2601.02204 • Published 6 days ago • 56

InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields

Paper • 2601.03252 • Published 5 days ago • 94

KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs

Paper • 2601.01046 • Published 9 days ago • 11

InfiniteVGGT: Visual Geometry Grounded Transformer for Endless Streams

Paper • 2601.02281 • Published 6 days ago • 29

Talk2Move: Reinforcement Learning for Text-Instructed Object-Level Geometric Transformation in Scenes

Paper • 2601.02356 • Published 6 days ago • 13

upvoted 9 papers 3 days ago

EVLP:Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning

Paper • 2511.05553 • Published Nov 3, 2025 • 1

LightBagel: A Light-weighted, Double Fusion Framework for Unified Multimodal Understanding and Generation

Paper • 2510.22946 • Published Oct 27, 2025 • 17

Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer

Paper • 2510.06590 • Published Oct 8, 2025 • 74

UniVideo: Unified Understanding, Generation, and Editing for Videos

Paper • 2510.08377 • Published Oct 9, 2025 • 78

TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models

Paper • 2512.02014 • Published Dec 1, 2025 • 72

ConsistCompose: Unified Multimodal Layout Control for Image Composition

Paper • 2511.18333 • Published Nov 23, 2025 • 2

UniHOI: Unified Human-Object Interaction Understanding via Unified Token Space

Paper • 2511.15046 • Published Nov 19, 2025 • 1

A Reason-then-Describe Instruction Interpreter for Controllable Video Generation

Paper • 2511.20563 • Published Nov 25, 2025 • 1

UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision

Paper • 2601.03193 • Published 5 days ago • 42

upvoted 4 papers 6 days ago

ViPE: Video Pose Engine for 3D Geometric Perception

Paper • 2508.10934 • Published Aug 12, 2025 • 3

Plan-X: Instruct Video Generation via Semantic Planning

Paper • 2511.17986 • Published Nov 22, 2025 • 17

Mask2IV: Interaction-Centric Video Generation via Mask Trajectories

Paper • 2510.03135 • Published Oct 3, 2025 • 1

BindWeave: Subject-Consistent Video Generation via Cross-Modal Integration

Paper • 2510.00438 • Published Oct 1, 2025 • 9