Vasudev Lal - RankMe

81 papers A* 11A 2Journal 47Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Learning from Reasoning Failures via Synthetic Data Generation. AAAI Gabriela Ben Melech Stan, Estelle Aflalo, Avinash Madasu, Vasudev Lal, Phillip Howard
2026	A*	`conf`	LieCraft: A Multi-Agent Framework for Evaluating Deceptive Capabilities in Language Models. AAAI Matthew Lyle Olson, Neale Ratzlaff, Musashi Hinck, Tri Nguyen, Vasudev Lal, Joseph Campbell, Simon Stepputtis, Shao-Yen Tseng
2026	J	`jnl`	LieCraft: A Multi-Agent Framework for Evaluating Deceptive Capabilities in Language Models. CoRR Matthew Lyle Olson, Neale Ratzlaff, Musashi Hinck, Tri Nguyen, Vasudev Lal, Joseph Campbell, Simon Stepputtis, Shao-Yen Tseng
2025	A*	`conf`	A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment. ICML Raanan Yehezkel Rohekar, Yaniv Gurwicz, Sungduk Yu, Estelle Aflalo, Vasudev Lal
2025	—	`conf`	Analyzing Hierarchical Structure in Vision Models with Sparse Autoencoders. CVPR Workshops Matthew Lyle Olson, Musashi Hinck, Neale Ratzlaff, Changbai Li, Phillip Howard, Vasudev Lal, Shao-Yen Tseng
2025	J	`jnl`	Analyzing Hierarchical Structure in Vision Models with Sparse Autoencoders. CoRR Matthew Lyle Olson, Musashi Hinck, Neale Ratzlaff, Changbai Li, Phillip Howard, Vasudev Lal, Shao-Yen Tseng
2025	—	`conf`	BLIP-3: A Family of Open Large Multimodal Models. ICCVW Le Xue, Manli Shu, Anas Awadalla, Jun Wang, An Yan, Senthil Purushwalkam, Honglu Zhou, Viraj Prabhu, Yutong Dai, Michael S. Ryoo, Shrikant Kendre, Jieyu Zhang, Shao-Yen Tseng, Gustavo A. Lujan-Moreno, Matthew L. Olson, Musashi Hinck, David Cobbley, Vasudev Lal, Can Qin, Shu Zhang, Chia-Chih Chen, Ning Yu, Juntao Tan, Tulika Manoj Awalgaonkar, Shelby Heinecke, Huan Wang, Yejin Choi, Ludwig Schmidt, Zeyuan Chen, Silvio Savarese, Juan Carlos Niebles, Caiming Xiong, Ran Xu
2025	J	`jnl`	Cultural Awareness in Vision-Language Models: A Cross-Country Exploration. CoRR Avinash Madasu, Vasudev Lal, Phillip Howard
2025	J	`jnl`	DPO Learning with LLMs-Judge Signal for Computer Use Agents. CoRR Man Luo, David Cobbley, Xin Su, Shachar Rosenman, Vasudev Lal, Shao-Yen Tseng, Phillip Howard
2025	—	`conf`	Debias Your Large Multi-Modal Model at Test-Time via Non-Contrastive Visual Attribute Steering. ICCVW Neale Ratzlaff, Matthew Lyle Olson, Musashi Hinck, Shao-Yen Tseng, Vasudev Lal, Phillip Howard
2025	J	`jnl`	Is Your Paper Being Reviewed by an LLM? A New Benchmark Dataset and Approach for Detecting AI Text in Peer Review. CoRR Sungduk Yu, Man Luo, Avinash Madusu, Vasudev Lal, Phillip Howard
2025	—	`conf`	LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression. NAACL (Findings) Souvik Kundu, Anahita Bhiwandiwalla, Sungduk Yu, Phillip Howard, Tiep Le, Sharath Nittur Sridhar, David Cobbley, Hao Kang, Vasudev Lal
2025	J	`jnl`	LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression. CoRR Souvik Kundu, Anahita Bhiwandiwalla, Sungduk Yu, Phillip Howard, Tiep Le, Sharath Nittur Sridhar, David Cobbley, Hao Kang, Vasudev Lal
2025	J	`jnl`	Learning from Reasoning Failures via Synthetic Data Generation. CoRR Gabriela Ben Melech Stan, Estelle Aflalo, Avinash Madasu, Vasudev Lal, Phillip Howard
2025	—	`conf`	Probing Semantic Routing in Large Mixture-of-Expert Models. EMNLP (Findings) Matthew Lyle Olson, Neale Ratzlaff, Musashi Hinck, Man Luo, Sungduk Yu, Chendi Xue, Vasudev Lal
2025	—	`conf`	Probing the Representational Power of Sparse Autoencoders in Vision Models. ICCVW Matthew L. Olson, Musashi Hinck, Neale Ratzlaff, Changbai Li, Phillip Howard, Vasudev Lal, Shao-Yen Tseng
2025	J	`jnl`	Probing the Representational Power of Sparse Autoencoders in Vision Models. CoRR Matthew Lyle Olson, Musashi Hinck, Neale Ratzlaff, Changbai Li, Phillip Howard, Vasudev Lal, Shao-Yen Tseng
2025	A*	`conf`	Pruning the Paradox: How CLIP's Most Informative Heads Enhance Performance While Amplifying Bias. EMNLP Avinash Madasu, Vasudev Lal, Phillip Howard
2025	J	`jnl`	Quantifying Interpretability in CLIP Models with Concept Consistency. CoRR Avinash Madasu, Vasudev Lal, Phillip Howard
2025	A*	`conf`	SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs. ICML Xin Su, Man Luo, Kris W. Pan, Tien Pei Chou, Vasudev Lal, Phillip Howard
2025	J	`jnl`	Semantic Specialization in MoE Appears with Scale: A Study of DeepSeek R1 Expert Specialization. CoRR Matthew Lyle Olson, Neale Ratzlaff, Musashi Hinck, Man Luo, Sungduk Yu, Chendi Xue, Vasudev Lal
2025	—	`conf`	Training-Free Mitigation of Language Reasoning Degradation After Multimodal Instruction Tuning. AAAI Spring Symposia Neale Ratzlaff, Man Luo, Xin Su, Vasudev Lal, Phillip Howard
2024	J	`jnl`	Causal World Representation in the GPT Model. CoRR Raanan Y. Rohekar, Yaniv Gurwicz, Sungduk Yu, Vasudev Lal
2024	J	`jnl`	ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution. CoRR Sungduk Yu, Brian L. White, Anahita Bhiwandiwalla, Musashi Hinck, Matthew Lyle Olson, Tung Nguyen, Vasudev Lal
2024	J	`jnl`	Debias your Large Multi-Modal Model at Test-Time with Non-Contrastive Visual Attribute Steering. CoRR Neale Ratzlaff, Matthew Lyle Olson, Musashi Hinck, Estelle Aflalo, Shao-Yen Tseng, Vasudev Lal, Phillip Howard
2024	J	`jnl`	Debiasing Large Vision-Language Models by Ablating Protected Attribute Representations. CoRR Neale Ratzlaff, Matthew Lyle Olson, Musashi Hinck, Shao-Yen Tseng, Vasudev Lal, Phillip Howard
2024	J	`jnl`	Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency. CoRR Prafulla Kumar Choubey, Xin Su, Man Luo, Xiangyu Peng, Caiming Xiong, Tiep Le, Shachar Rosenman, Vasudev Lal, Phil Mui, Ricky Ho Yin Chan, Phillip Howard, Chien-Sheng Wu
2024	J	`jnl`	FastRM: An efficient and automatic explainability framework for multimodal generative models. CoRR Gabriela Ben Melech Stan, Estelle Aflalo, Man Luo, Shachar Rosenman, Tiep Le, Sayak Paul, Shao-Yen Tseng, Vasudev Lal
2024	J	`jnl`	FiVL: A Framework for Improved Vision-Language Alignment. CoRR Estelle Aflalo, Gabriela Ben Melech Stan, Tiep Le, Man Luo, Shachar Rosenman, Sayak Paul, Shao-Yen Tseng, Vasudev Lal
2024	—	`conf`	Getting it Right: Improving Spatial Consistency in Text-to-Image Models. ECCV (22) Agneet Chatterjee, Gabriela Ben Melech Stan, Estelle Aflalo, Sayak Paul, Dhruba Ghosh, Tejas Gokhale, Ludwig Schmidt, Hannaneh Hajishirzi, Vasudev Lal, Chitta Baral, Yezhou Yang
2024	J	`jnl`	Getting it Right: Improving Spatial Consistency in Text-to-Image Models. CoRR Agneet Chatterjee, Gabriela Ben Melech Stan, Estelle Aflalo, Sayak Paul, Dhruba Ghosh, Tejas Gokhale, Ludwig Schmidt, Hannaneh Hajishirzi, Vasudev Lal, Chitta Baral, Yezhou Yang
2024	—	`conf`	ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval Models. CVPR Workshops Avinash Madasu, Vasudev Lal
2024	J	`jnl`	Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review. CoRR Sungduk Yu, Man Luo, Avinash Madasu, Vasudev Lal, Phillip Howard
2024	A*	`conf`	L-MAGIC: Language Model Assisted Generation of Images with Coherence. CVPR Zhipeng Cai, Matthias Mueller, Reiner Birkl, Diana Wofk, Shao-Yen Tseng, Junda Cheng, Gabriela Ben Melech Stan, Vasudev Lal, Michael Paulitsch
2024	J	`jnl`	L-MAGIC: Language Model Assisted Generation of Images with Coherence. CoRR Zhipeng Cai, Matthias Mueller, Reiner Birkl, Diana Wofk, Shao-Yen Tseng, Junda Cheng, Gabriela Ben Melech Stan, Vasudev Lal, Michael Paulitsch
2024	J	`jnl`	LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model. CoRR Musashi Hinck, Matthew L. Olson, David Cobbley, Shao-Yen Tseng, Vasudev Lal
2024	—	`conf`	LVLM-Intrepret: An Interpretability Tool for Large Vision-Language Models. XAI4CV Gabriela Ben Melech Stan, Estelle Aflalo, Raanan Yehezkel Rohekar, Anahita Bhiwandiwalla, Shao-Yen Tseng, Matthew Lyle Olson, Yaniv Gurwicz, Chenfei Wu, Nan Duan, Vasudev Lal
2024	J	`jnl`	LVLM-Intrepret: An Interpretability Tool for Large Vision-Language Models. CoRR Gabriela Ben Melech Stan, Raanan Yehezkel Rohekar, Yaniv Gurwicz, Matthew Lyle Olson, Anahita Bhiwandiwalla, Estelle Aflalo, Chenfei Wu, Nan Duan, Shao-Yen Tseng, Vasudev Lal
2024	—	`conf`	NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge. NAACL-HLT (Findings) Phillip Howard, Junlin Wang, Vasudev Lal, Gadi Singer, Yejin Choi, Swabha Swayamdipta
2024	—	`conf`	NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation. EACL (Demonstrations) Shachar Rosenman, Vasudev Lal, Phillip Howard
2024	J	`jnl`	Quantifying and Enabling the Interpretability of CLIP-like Models. CoRR Avinash Madasu, Yossi Gandelsman, Vasudev Lal, Phillip Howard
2024	J	`jnl`	SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs. CoRR Xin Su, Man Luo, Kris W. Pan, Tien Pei Chou, Vasudev Lal, Phillip Howard
2024	A*	`conf`	SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples. CVPR Phillip Howard, Avinash Madasu, Tiep Le, Gustavo A. Lujan-Moreno, Anahita Bhiwandiwalla, Vasudev Lal
2024	J	`jnl`	Steering Large Language Models to Evaluate and Amplify Creativity. CoRR Matthew Lyle Olson, Neale Ratzlaff, Musashi Hinck, Shao-Yen Tseng, Vasudev Lal
2024	J	`jnl`	Training-Free Mitigation of Language Reasoning Degradation After Multimodal Instruction Tuning. CoRR Neale Ratzlaff, Man Luo, Xin Su, Vasudev Lal, Phillip Howard
2024	—	`conf`	Why do LLaVA Vision-Language Models Reply to Images in English? EMNLP (Findings) Musashi Hinck, Carolin Holtermann, Matthew L. Olson, Florian Schneider, Sungduk Yu, Anahita Bhiwandiwalla, Anne Lauscher, Shao-Yen Tseng, Vasudev Lal
2024	J	`jnl`	Why do LLaVA Vision-Language Models Reply to Images in English? CoRR Musashi Hinck, Carolin Holtermann, Matthew Lyle Olson, Florian Schneider, Sungduk Yu, Anahita Bhiwandiwalla, Anne Lauscher, Shao-Yen Tseng, Vasudev Lal
2023	J	`jnl`	Analyzing Zero-Shot Abilities of Vision-Language Models on Video Understanding Tasks. CoRR Avinash Madasu, Anahita Bhiwandiwalla, Vasudev Lal
2023	A*	`conf`	Brain encoding models based on multimodal transformers can transfer across language and vision. NeurIPS Jerry Tang, Meng Du, Vy A. Vo, Vasudev Lal, Alexander Huth
2023	J	`jnl`	Brain encoding models based on multimodal transformers can transfer across language and vision. CoRR Jerry Tang, Meng Du, Vy A. Vo, Vasudev Lal, Alexander G. Huth
2023	A*	`conf`	BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning. AAAI Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan
2023	A*	`conf`	COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs. NeurIPS Tiep Le, Vasudev Lal, Phillip Howard
2023	J	`jnl`	COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs. CoRR Tiep Le, Vasudev Lal, Phillip Howard
2023	J	`jnl`	ICSVR: Investigating Compositional and Semantic Understanding in Video Retrieval Models. CoRR Avinash Madasu, Vasudev Lal
2023	—	`conf`	Improving Video Retrieval Using Multilingual Knowledge Transfer. ECIR (1) Avinash Madasu, Estelle Aflalo, Gabriela Ben Melech Stan, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal
2023	—	`conf`	Is Multimodal Vision Supervision Beneficial to Language? CVPR Workshops Avinash Madasu, Vasudev Lal
2023	J	`jnl`	Is multi-modal vision supervision beneficial to language? CoRR Avinash Madasu, Vasudev Lal
2023	J	`jnl`	LDM3D-VR: Latent Diffusion Model for 3D VR. CoRR Gabriela Ben Melech Stan, Diana Wofk, Estelle Aflalo, Shao-Yen Tseng, Zhipeng Cai, Michael Paulitsch, Vasudev Lal
2023	J	`jnl`	LDM3D: Latent Diffusion Model for 3D. CoRR Gabriela Ben Melech Stan, Diana Wofk, Scottie Fox, Alex Redden, Will Saxton, Jean Yu, Estelle Aflalo, Shao-Yen Tseng, Fabio Nonato, Matthias Müller, Vasudev Lal
2023	—	`conf`	ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning. ACL (1) Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan
2023	J	`jnl`	ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning. CoRR Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan
2023	J	`jnl`	MuMUR: Multilingual Multimodal Universal Retrieval. Inf. Retr. J. Avinash Madasu, Estelle Aflalo, Gabriela Ben Melech Stan, Shachar Rosenman, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal
2023	J	`jnl`	NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge. CoRR Phillip Howard, Junlin Wang, Vasudev Lal, Gadi Singer, Yejin Choi, Swabha Swayamdipta
2023	J	`jnl`	NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation. CoRR Shachar Rosenman, Vasudev Lal, Phillip Howard
2023	J	`jnl`	Probing Intersectional Biases in Vision-Language Models with Counterfactual Examples. CoRR Phillip Howard, Avinash Madasu, Tiep Le, Gustavo A. Lujan-Moreno, Vasudev Lal
2023	J	`jnl`	Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples. CoRR Phillip Howard, Avinash Madasu, Tiep Le, Gustavo A. Lujan-Moreno, Anahita Bhiwandiwalla, Vasudev Lal
2023	J	`jnl`	Thrill-K Architecture: Towards a Solution to the Problem of Knowledge Based Understanding. CoRR Gadi Singer, Joscha Bach, Tetiana Grinberg, Nagib Hakim, Phillip Howard, Vasudev Lal, Zev Rivlin
2022	J	`jnl`	Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning. CoRR Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Nan Duan
2022	A	`conf`	Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs. CIKM Phillip Howard, Arden Ma, Vasudev Lal, Ana Paula Simões, Daniel Korat, Oren Pereg, Moshe Wasserblat, Gadi Singer
2022	J	`jnl`	Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs. CoRR Phillip Howard, Arden Ma, Vasudev Lal, Ana Paula Simões, Daniel Korat, Oren Pereg, Moshe Wasserblat, Gadi Singer
2022	J	`jnl`	Improving video retrieval using multilingual knowledge transfer. CoRR Avinash Madasu, Estelle Aflalo, Gabriela Ben Melech Stan, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal
2022	—	`conf`	KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation. NAACL-HLT (Findings) Yongfei Liu, Chenfei Wu, Shao-Yen Tseng, Vasudev Lal, Xuming He, Nan Duan
2022	—	`conf`	NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation. EMNLP (Findings) Phillip Howard, Gadi Singer, Vasudev Lal, Yejin Choi, Swabha Swayamdipta
2022	J	`jnl`	NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation. CoRR Phillip Howard, Gadi Singer, Vasudev Lal, Yejin Choi, Swabha Swayamdipta
2022	—	`conf`	Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction. WASSA@ACL Ayal Klein, Oren Pereg, Daniel Korat, Vasudev Lal, Moshe Wasserblat, Ido Dagan
2022	—	`conf`	Thrill-K Architecture: Towards a Solution to the Problem of Knowledge Based Understanding. AGI Gadi Singer, Joscha Bach, Tetiana Grinberg, Nagib Hakim, Phillip Ryan Howard, Vasudev Lal, Zev Rivlin
2022	A*	`conf`	VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers. CVPR Estelle Aflalo, Meng Du, Shao-Yen Tseng, Yongfei Liu, Chenfei Wu, Nan Duan, Vasudev Lal
2022	J	`jnl`	VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers. CoRR Estelle Aflalo, Meng Du, Shao-Yen Tseng, Yongfei Liu, Chenfei Wu, Nan Duan, Vasudev Lal
2021	A	`conf`	First Workshop on Knowledge Injection in Neural Networks (KINN). CIKM Vasudev Lal, Somak Aditya, Yezhou Yang, Pasquale Minervini, Sandya Mannarswamy
2021	—	`conf`	InterpreT: An Interactive Visualization Tool for Interpreting Transformers. EACL (System Demonstrations) Vasudev Lal, Arden Ma, Estelle Aflalo, Phillip Howard, Ana Paula Simões, Daniel Korat, Oren Pereg, Gadi Singer, Moshe Wasserblat
2021	J	`jnl`	KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation. CoRR Yongfei Liu, Chenfei Wu, Shao-Yen Tseng, Vasudev Lal, Xuming He, Nan Duan