MB
Mohit Bansal
cs.CLcs.AIcs.LGcs.CVcs.ROcs.SEcs.SDcs.CYcs.IRcs.MM
On Valency
published · living versionsW_p79tjmy3·v1 · currentpublished
Representing the Unseen: Rethinking Visual Imagination for Spatial Reasoning
with Zengqi Zhao, Zun Wang, Shoubin Yu, Yue Zhang
1 version
W_dr3n3ae4·v1published
W_4ffavhbp·v1published
Preprints & journals
299 papers in the corpus · 2015–2026HybridResearcher: Bridging the Structured-Unstructured Boundary for Deep Research Agents2610.24899v2 · Soyoung Yoon, Peiran Xu, Han Wang et al.2026 · 0 citationsarXivon Valency
Who Should We Listen to More? Welfare-Aware Preference Acquisition for Pluralistic Alignment2610.19035v1 · Ruomeng Ding, Tianwei Gao, Lianrui Geng et al.2026 · 0 citationsarXiv
From Models to Systems: A Comprehensive Survey of Efficient Multimodal Learning2609.19445v1 · Pan Wang, Siwei Song, Hui Ji et al.2026 · 1 citationTransactions on Machine Learning Research, 2026
Planning with Sketch-Guided Verification for Physics-Aware Video Generation2511.17450v1 · Yidong Huang, Zun Wang, Han Lin et al.2025 · 0 citationsarXiv
One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration2510.12088v2 · Zaid Khan, Archiki Prasad, Elias Stengel-Eskin et al.2025 · 0 citationsarXiv
SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models2510.08559v1 · Andong Deng, Taojiannan Yang, Shoubin Yu et al.2025 · 0 citationsarXiv
Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails2510.04860v2 · Siwei Han, Kaiwen Xiong, Jiaqi Liu et al.2025 · 0 citationsarXiv
VER: Vision Expert Transformer for Robot Learning via Foundation Distillation and Dynamic Routing2510.05213v2 · Yixiao Wang, Mingxiao Huo, Zhixuan Liang et al.2025 · 0 citationsarXiv
Language Models Identify Ambiguities and Exploit Loopholes2508.19546v2 · Jio Choi, Mohit Bansal, Elias Stengel-Eskin2025 · 0 citationsarXiv
FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline2508.16514v1 · Parker Seegmiller, Kartik Mehta, Soumya Saha et al.2025 · 0 citationsarXiv
Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents2508.05954v1 · Han Lin, Jaemin Cho, Amir Zadeh et al.2025 · 0 citationsarXiv
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning2507.06485v2 · Ziyang Wang, Jaehong Yoon, Shoubin Yu et al.2025 · 7 citationsarXiv
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation2506.17113v2 · Shoubin Yu, Yue Zhang, Ziyang Wang et al.2025 · 1 citationarXiv
CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval2506.06144v1 · David Wan, Han Wang, Elias Stengel-Eskin et al.2025 · 1 citationarXiv
How Well Do Vision-Language Models Understand Movies?2506.06275v2 · Emmanouil Zaranis, Ant'onio Farinhas, Saul Santos et al.2025 · 0 citationsarXiv
CLATTER: Comprehensive Entailment Reasoning for Hallucination Detection2506.05243v1 · Ron Eliav, Arie Cattan, Eran Hirsch et al.2025 · 0 citationsarXiv
Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning2506.03525v2 · Daeun Lee, Jaehong Yoon, Jaemin Cho et al.2025 · 1 citationarXiv
OpenThoughts: Data Recipes for Reasoning Models2506.04178v2 · Etash Guha, Ryan Marten, Sedrick Keh et al.2025 · 1 citationarXiv
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding2506.01300v1 · Yiyang Zhou, Yangfan He, Yaofeng Su et al.2025 · 6 citationsarXiv
LAQuer: Localized Attribution Queries in Content-grounded Generation2506.01187v1 · Eran Hirsch, Aviv Slobodkin, David Wan et al.2025 · 3 citationsarXiv
SiLVR: A Simple Language-based Video Reasoning Framework2505.24869v3 · Ce Zhang, Yan-Bo Lin, Ziyang Wang et al.2025 · 0 citationsarXiv
EPiC: Efficient Video Camera Control Learning with Precise Anchor-Video Guidance2505.21876v2 · Zun Wang, Jaemin Cho, Jialu Li et al.2025 · 0 citationsarXiv
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation2505.01456v1 · Vaidehi Patil, Yi-Lin Sung, Peter Hase et al.2025 · 0 citationsarXiv
Anyprefer: An Agentic Framework for Preference Data Synthesis2504.19276v1 · Yiyang Zhou, Zhaoyang Wang, Tianle Wang et al.2025 · 0 citationsarXiv
CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting2504.15485v2 · Atin Pothiraj, Elias Stengel-Eskin, Jaemin Cho et al.2025 · 4 citationsarXiv
Retrieval-Augmented Generation with Conflicting Evidence2504.13079v2 · Han Wang, Archiki Prasad, Elias Stengel-Eskin et al.2025 · 2 citationsarXiv
Executable Functional Abstractions: Inferring Generative Programs for Advanced Math Problems2504.09763v2 · Zaid Khan, Elias Stengel-Eskin, Archiki Prasad et al.2025 · 0 citationsarXiv
Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization2504.08641v1 · Jialu Li, Shoubin Yu, Han Lin et al.2025 · 0 citationsarXiv
Task-Circuit Quantization: Leveraging Knowledge Localization and Interpretability for Compression2504.07389v2 · Hanqi Xiao, Yi-Lin Sung, Elias Stengel-Eskin et al.2025 · 0 citationsarXiv
CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization2503.17136v1 · Brihi Joshi, Sriram Venkatapathy, Mohit Bansal et al.2025 · 0 citationsarXiv
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration2503.15272v1 · David Wan, Justin Chih-Yao Chen, Elias Stengel-Eskin et al.2025 · 3 citationsarXiv
The Amazon Nova Family of Models: Technical Report and Model Card2506.12103v1 · Amazon AGI, Aaron Langford, Aayush Shah et al.2025 · 2 citationsarXiv
RSQ: Learning from Important Tokens Leads to Better Quantized LLMs2503.01820v1 · Yi-Lin Sung, Prateek Yadav, Jialu Li et al.2025 · 0 citationsarXiv
Common molecular profile of multiple structurally distinct warfare arsenicals in causing cutaneous chemical vesicant injury.39987158 · Srivastava, Ritesh Kumar, Muzaffar, Suhail, Khan, Jasim et al.2025 · 1 citationScientific reports. 2025;15(1):6505
MutaGReP: Execution-Free Repository-Grounded Plan Search for Code-Use2502.15872v1 · Zaid Khan, Ali Farhadi, Ranjay Krishna et al.2025 · 0 citationsarXiv
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective2502.14296v5 · Yue Huang, Chujie Gao, Siyuan Wu et al.2025 · 1 citationarXiv
Learning to Generate Unit Tests for Automated Debugging2502.01619v3 · Archiki Prasad, Elias Stengel-Eskin, Justin Chih-Yao Chen et al.2025 · 3 citationsarXiv
TimeRefine: Temporal Grounding with Time Refining Video LLM2412.09601v2 · Xizi Wang, Feng Cheng, Ziyang Wang et al.2024 · 2 citationsarXiv
QAPyramid: Fine-grained Evaluation of Content Selection for Text Summarization2412.07096v2 · Shiyue Zhang, David Wan, Arie Cattan et al.2024 · 0 citationsarXiv
SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts2412.05552v1 · Gengze Zhou, Yicong Hong, Zun Wang et al.2024 · 4 citationsarXiv
Reverse Thinking Makes LLMs Stronger Reasoners2411.19865v2 · Justin Chih-Yao Chen, Zifeng Wang, Hamid Palangi et al.2024 · 4 citationsarXiv
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding2411.04952v1 · Jaemin Cho, Debanjan Mahata, Ozan Irsoy et al.2024 · 3 citationsarXiv
Self-Consistency Preference Optimization2411.04109v3 · Archiki Prasad, Weizhe Yuan, Richard Yuanzhe Pang et al.2024 · 0 citationsarXiv
Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM2411.01610v1 · Haw-Shiuan Chang, Nanyun Peng, Mohit Bansal et al.2024 · 1 citationarXiv
On Positional Bias of Faithfulness for Long-form Summarization2410.23609v2 · David Wan, Jesse Vig, Mohit Bansal et al.2024 · 7 citationsarXiv
Unbounded: A Generative Infinite Game of Character Life Simulation2410.18975v2 · Jialu Li, Yuanzhen Li, Neal Wadhwa et al.2024 · 2 citationsarXiv
Teaching Models to Balance Resisting and Accepting Persuasion2410.14596v2 · Elias Stengel-Eskin, Peter Hase, Mohit Bansal2024 · 2 citationsarXiv
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation2410.12761v2 · Jaehong Yoon, Shoubin Yu, Vaidehi Patil et al.2024 · 2 citationsarXiv
Adapt-: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection2410.10636v2 · Adyasha Maharana, Jaehong Yoon, Tianlong Chen et al.2024 · 0 citationsarXiv
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints2410.06458v2 · Thomas Palmeira Ferraz, Kartik Mehta, Yu-Hsiang Lin et al.2024 · 3 citationsarXiv
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