Next-Embedding Prediction Makes Strong Vision Learners Paper • 2512.16922 • Published 7 days ago • 78
Next-Embedding Prediction Makes Strong Vision Learners Paper • 2512.16922 • Published 7 days ago • 78
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward Paper • 2511.20561 • Published about 1 month ago • 31
InternVLA-M1: A Spatially Guided Vision-Language-Action Framework for Generalist Robot Policy Paper • 2510.13778 • Published Oct 15 • 16
SemiReward: A General Reward Model for Semi-supervised Learning Paper • 2310.03013 • Published Oct 4, 2023 • 2
Switch EMA: A Free Lunch for Better Flatness and Sharpness Paper • 2402.09240 • Published Feb 14, 2024 • 5
OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning Paper • 2209.04851 • Published Sep 11, 2022 • 3
CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images Paper • 2510.11718 • Published Oct 13 • 13
CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images Paper • 2510.11718 • Published Oct 13 • 13
SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models Paper • 2510.12784 • Published Oct 14 • 19
GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning Paper • 2505.17022 • Published May 22 • 27
T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation Paper • 2508.17472 • Published Aug 24 • 26
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark Paper • 2509.09680 • Published Sep 11 • 43
T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation Paper • 2508.17472 • Published Aug 24 • 26
Personalized Text-to-Image Generation with Auto-Regressive Models Paper • 2504.13162 • Published Apr 17 • 18
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing Paper • 2503.10639 • Published Mar 13 • 53
PUMA: Empowering Unified MLLM with Multi-granular Visual Generation Paper • 2410.13861 • Published Oct 17, 2024 • 56
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning Paper • 2410.06373 • Published Oct 8, 2024 • 36
T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation Paper • 2407.14505 • Published Jul 19, 2024 • 26