Training-Free Reasoning and Reflection in MLLMs 2025-05-23 GRIT: Teaching MLLMs to Think with Images 2025-05-23 AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios 2025-05-23 VLM-R^3: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought 2025-05-23 OViP: Online Vision-Language Preference Learning 2025-05-23 Training Step-Level Reasoning Verifiers with Formal Verification Tools 2025-05-23 SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning 2025-05-23 Reinforcement Learning Finetunes Small Subnetworks in Large Language Models 2025-05-23 Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models 2025-05-23 Let Androids Dream of Electric Sheep: A Human-like Image Implication Understanding and Reasoning Framework 2025-05-23 Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models 2025-05-23 Robo2VLM: Visual Question Answering from Large-Scale In-the-Wild Robot Manipulation Datasets 2025-05-23 Steering Large Language Models for Machine Translation Personalization 2025-05-23 When Do LLMs Admit Their Mistakes? Understanding the Role of Model Belief in Retraction 2025-05-23 Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning 2025-05-23 How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads 2025-05-23 RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding 2025-05-23 MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language 2025-05-23 SPhyR: Spatial-Physical Reasoning Benchmark on Material Distribution 2025-05-23 gen2seg: Generative Models Enable Generalizable Instance Segmentation 2025-05-23 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213
