{"total":62,"rows":[{"id":"2510.16888","title":"Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback","created":"2025-10-19","cited_by_count":79,"area":"alignment"},{"id":"2510.19808","title":"Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing","created":"2025-10-22","cited_by_count":61,"area":null},{"id":"2510.15857","title":"BLIP3o-NEXT: Next Frontier of Native Image Generation","created":"2025-10-17","cited_by_count":54,"area":"diffusion"},{"id":"2512.05965","title":"EditThinker: Unlocking Iterative Reasoning for Any Image Editor","created":"2025-12-05","cited_by_count":25,"area":"lr"},{"id":"2512.17909","title":"Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing","created":"2025-12-19","cited_by_count":22,"area":"diffusion"},{"id":"2512.16899","title":"Multimodal RewardBench 2: Evaluating Omni Reward Models for Interleaved Text and Image","created":"2025-12-18","cited_by_count":20,"area":"alignment"},{"id":"2603.28547","title":"GEditBench v2: A Human-Aligned Benchmark for General Image Editing","created":"2026-03-30","cited_by_count":14,"area":"alignment"},{"id":"2604.11626","title":"RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time","created":"2026-04-13","cited_by_count":14,"area":"alignment"},{"id":"2602.01382","title":"PromptRL: Prompt Matters in RL for Flow-Based Image Generation","created":"2026-02-01","cited_by_count":12,"area":"diffusion"},{"id":"2603.12247","title":"Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation","created":"2026-03-12","cited_by_count":9,"area":"alignment"},{"id":"2605.08354","title":"Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria","created":"2026-05-08","cited_by_count":9,"area":"alignment"},{"id":"2510.01925","title":"Enhancing Large Language Model Reasoning with Reward Models: An Analytical Survey","created":"2025-10-02","cited_by_count":8,"area":"lr"},{"id":"2512.04784","title":"PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling","created":"2025-12-02","cited_by_count":7,"area":"alignment"},{"id":"2602.07458","title":"SpatialReward: Bridging the Perception Gap in Online RL for Image Editing via Explicit Spatial Reasoning","created":"2026-02-07","cited_by_count":7,"area":"lr"},{"id":"2603.11593","title":"WeEdit: A Dataset, Benchmark and Glyph-Guided Framework for Text-centric Image Editing","created":"2026-03-12","cited_by_count":7,"area":null},{"id":"2609.11929","title":"SenseNova-U1.5: Towards Native Unified Visual Intelligence","created":"2026-09-10","cited_by_count":7,"area":"distill"},{"id":"2605.13062","title":"Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling","created":"2026-05-13","cited_by_count":6,"area":"alignment"},{"id":"2604.28185","title":"Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling","created":"2026-04-30","cited_by_count":5,"area":"wm"},{"id":"2605.08703","title":"RewardHarness: Self-Evolving Agentic Post-Training","created":"2026-05-09","cited_by_count":5,"area":"agents"},{"id":"2602.06013","title":"GenArena: How Can We Achieve Human-Aligned Evaluation for Visual Generation Tasks?","created":"2026-02-05","cited_by_count":4,"area":"mllm"},{"id":"2603.14916","title":"EditHF-1M: A Million-Scale Rich Human Preference Feedback for Image Editing","created":"2026-03-16","cited_by_count":4,"area":"alignment"},{"id":"2603.28713","title":"DreamLite: A Lightweight On-Device Unified Model for Image Generation and Editing","created":"2026-03-30","cited_by_count":4,"area":"diffusion"},{"id":"2604.16272","title":"VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects","created":"2026-04-17","cited_by_count":4,"area":null},{"id":"2512.13592","title":"Image Diffusion Preview with Consistency Solver","created":"2025-12-15","cited_by_count":3,"area":"diffusion"},{"id":"2602.07533","title":"Joint Reward Modeling: Internalizing Chain-of-Thought for Efficient Visual Reward Models","created":"2026-02-07","cited_by_count":3,"area":"lr"},{"id":"2604.25477","title":"DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing","created":"2026-04-28","cited_by_count":3,"area":null},{"id":"2604.28078","title":"AesRM: Improving Video Aesthetics with Expert-Level Feedback","created":"2026-04-30","cited_by_count":3,"area":null},{"id":"2605.25378","title":"CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation","created":"2026-05-25","cited_by_count":3,"area":"diffusion"},{"id":"2607.00920","title":"GMO-E$^2$DIT: Grounded Multi-Operation Editing for E-Commerce Images","created":"2026-07-01","cited_by_count":3,"area":null},{"id":"2607.02220","title":"DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation","created":"2026-07-02","cited_by_count":3,"area":"diffusion"},{"id":"2607.18237","title":"The Many Senses of Visual Similarity: A Text-Prompted Image Perceptual Metric","created":"2026-07-20","cited_by_count":3,"area":null},{"id":"2512.03405","title":"ViDiC: Video Difference Captioning","created":"2025-12-03","cited_by_count":2,"area":null},{"id":"2606.26872","title":"SpatialFlow-GRPO: Where Spatial Credit Drives Image Editing","created":"2026-06-25","cited_by_count":2,"area":"lr"},{"id":"2608.26956","title":"RubricRM: Generative Reward Modeling via Dynamic Rubrics for Image Generation and Editing","created":"2026-08-27","cited_by_count":2,"area":"alignment"},{"id":"2603.01163","title":"BeautyGRPO: Aesthetic Alignment for Face Retouching via Dynamic Path Guidance and Fine-Grained Preference Modeling","created":"2026-03-01","cited_by_count":1,"area":"alignment"},{"id":"2603.12811","title":"OARS: Process-Aware Online Alignment for Generative Real-World Image Super-Resolution","created":"2026-03-13","cited_by_count":1,"area":"alignment"},{"id":"2605.06535","title":"Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance","created":"2026-05-07","cited_by_count":1,"area":null},{"id":"2605.07457","title":"EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement","created":"2026-05-08","cited_by_count":1,"area":"agents"},{"id":"2605.07477","title":"ReasonEdit: Towards Interpretable Image Editing Evaluation via Reinforcement Learning","created":"2026-05-08","cited_by_count":1,"area":"lr"},{"id":"2605.15181","title":"From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing","created":"2026-05-14","cited_by_count":1,"area":null},{"id":"2606.01985","title":"MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching","created":"2026-06-01","cited_by_count":1,"area":"diffusion"},{"id":"2606.02535","title":"LL-Bench: Rethinking Low-Level Vision Evaluation in the Era of Large-Scale Generative Models","created":"2026-06-01","cited_by_count":1,"area":"lr"},{"id":"2607.21694","title":"Oxygen-TryOn: Fashion-Native Foundation Model for Any-item Virtual Try-On","created":"2026-07-23","cited_by_count":1,"area":null},{"id":"2608.02059","title":"MIEScore: Human-Aligned Evaluation for Multi-Source Image Editing","created":"2026-08-03","cited_by_count":1,"area":"alignment"},{"id":"2608.22780","title":"Can We Perform Online RL for Image Editing without Editing Rewards?","created":"2026-08-24","cited_by_count":1,"area":"alignment"},{"id":"2609.05171","title":"WeAgent-MMGenEdit: A Full-Stack Recipe for Multimodal Agentic Image Generation and Editing","created":"2026-09-04","cited_by_count":1,"area":"agents"},{"id":"2603.06453","title":"Pinterest Canvas: Large-Scale Image Generation at Pinterest","created":"2026-03-06","cited_by_count":0,"area":null},{"id":"2605.16951","title":"Edit-GRPO: A Locality-Preserving Policy Optimization Framework for Image Editing","created":"2026-05-16","cited_by_count":0,"area":null},{"id":"2606.00931","title":"CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences","created":"2026-05-30","cited_by_count":0,"area":"agents"},{"id":"2606.04433","title":"Stateful Visual Encoders for Vision-Language Models","created":"2026-06-03","cited_by_count":0,"area":"mllm"},{"id":"2606.19103","title":"ProductConsistency: Improving Product Identity Preservation in Instruction-Based Image Editing via SFT and RL","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2606.23950","title":"DivRL: Disentangled Self-Similarity Rewards for Diverse Subject-Driven Generation","created":"2026-06-22","cited_by_count":0,"area":null},{"id":"2607.17140","title":"STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMs","created":"2026-07-19","cited_by_count":0,"area":null},{"id":"2608.10870","title":"NullEdit: Stealthy Image Protection via VLM Condition Redirection","created":"2026-08-11","cited_by_count":0,"area":"mllm"},{"id":"2608.18622","title":"PALATE: Personalized Aesthetic Learning through Adaptive Taste Evolution for Multi-User Portrait Retouching","created":"2026-08-19","cited_by_count":0,"area":null},{"id":"2608.29997","title":"Discrete Diffusion Bridges for Spatiotemporally Aligned Image Translation and Generation","created":"2026-08-30","cited_by_count":0,"area":"diffusion"},{"id":"2609.13259","title":"TryOnReward: Learning Foveated Consistency for Reinforcement Fine-Tuning of Virtual Try-On","created":"2026-09-06","cited_by_count":0,"area":"alignment"},{"id":"2609.37360","title":"Visual Anomaly Synthesis for Model Selection in Data Scarcity","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2609.37372","title":"Think Before You Score: Thinking Reward Model for Visual Generation","created":"2026-09-29","cited_by_count":0,"area":"alignment"},{"id":"2610.01670","title":"Do MLLM Judges Judge the Edit? Auditing Bias in Image Editing Evaluation with Verified Quality Preservation","created":"2026-10-01","cited_by_count":0,"area":"mllm"},{"id":"2610.16338","title":"SyncReward: Human-Aligned Synchronization Reward for Audio-Visual Generation","created":"2026-10-12","cited_by_count":0,"area":"alignment"},{"id":"2610.18819","title":"DuplexBridge: Coordinating Understanding and Generation for Unified Image Editing","created":"2026-10-13","cited_by_count":0,"area":null}],"next_cursor":null}