LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published Apr 22 • 107
DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing Paper • 2602.12205 • Published Feb 13 • 83
Self-Adversarial One Step Generation via Condition Shifting Paper • 2604.12322 • Published Apr 14 • 14
Structured Causal Video Reasoning via Multi-Objective Alignment Paper • 2604.04415 • Published Apr 6 • 11
Structured Causal Video Reasoning via Multi-Objective Alignment Paper • 2604.04415 • Published Apr 6 • 11
Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training Paper • 2603.16139 • Published Mar 17 • 33
G$^2$RPO-A: Guided Group Relative Policy Optimization with Adaptive Guidance Paper • 2508.13023 • Published Aug 18, 2025 • 1
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows Paper • 2512.05150 • Published Dec 3, 2025 • 76
Enhancing Long Video Understanding via Hierarchical Event-Based Memory Paper • 2409.06299 • Published Sep 10, 2024
Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM Paper • 2505.18110 • Published May 23, 2025 • 1
G$^2$RPO-A: Guided Group Relative Policy Optimization with Adaptive Guidance Paper • 2508.13023 • Published Aug 18, 2025 • 1
No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier Paper • 2303.10058 • Published Mar 17, 2023
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models Paper • 2004.12406 • Published Apr 26, 2020 • 1
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology Paper • 2401.16355 • Published Jan 29, 2024 • 3