Baral, Chitta

62 publications

ICLR 2025 ActionReasoningBench: Reasoning About Actions with and Without Ramification Constraints Divij Handa, Pavel Dolin, Shrinidhi Kumbhar, Tran Cao Son, Chitta Baral

ICLRW 2025 Cutting Through the Noise: Boosting LLM Performance on Math Word Problems Ujjwala Anantheswaran, Himanshu Gupta, Kevin Scaria, Shreyas Verma, Chitta Baral, Swaroop Mishra

TMLR 2025 Dual Caption Preference Optimization for Diffusion Models Amir Saeidi, Yiran Lawrence Luo, Agneet Chatterjee, Shamanthak Hegde, Bimsara Pathiraja, Yezhou Yang, Chitta Baral

NeurIPS 2025 EraseFlow: Learning Concept Erasure Policies via GFlowNet-Driven Alignment Naga Sai Abhiram Kusumba, Maitreya Patel, Kyle Min, Changhoon Kim, Chitta Baral, Yezhou Yang

ICCV 2025 RefEdit: A Benchmark and Method for Improving Instruction-Based Image Editing Model on Referring Expressions Bimsara Pathiraja, Maitreya Patel, Shivam Singh, Yezhou Yang, Chitta Baral

NeurIPS 2025 Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation Agneet Chatterjee, Rahim Entezari, Maksym Zhuravinskyi, Maksim Lapin, Reshinth Adithyan, Amit Raj, Chitta Baral, Yezhou Yang, Varun Jampani

CVPRW 2025 TextInVision: Text and Prompt Complexity Driven Visual Text Generation Benchmark Forouzan Fallah, Maitreya Patel, Agneet Chatterjee, Vlad I. Morariu, Chitta Baral, Yezhou Yang

TMLR 2025 Triple Preference Optimization: Achieving Better Alignment Using a Single Step Optimization Amir Saeidi, Shivanshu Verma, Kashif Rasul, Aswin Rrv, Chitta Baral

ICLR 2025 VOILA: Evaluation of MLLMs for Perceptual Understanding and Analogical Reasoning Nilay Yilmaz, Maitreya Patel, Yiran Lawrence Luo, Tejas Gokhale, Chitta Baral, Suren Jayasuriya, Yezhou Yang

AAAI 2024 ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang

CVPR 2024 ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations Maitreya Patel, Changhoon Kim, Sheng Cheng, Chitta Baral, Yezhou Yang

CVPRW 2024 Evaluating Multimodal Large Language Models Across Distribution Shifts and Augmentations Aayush Atul Verma, Amir Saeidi, Shamanthak Hegde, Ajay Therala, Fenil Denish Bardoliya, Nagaraju Machavarapu, Shri Ajay Kumar Ravindhiran, Srija Malyala, Agneet Chatterjee, Yezhou Yang, Chitta Baral

CVPRW 2024 Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images Yiran Luo, Joshua Feinglass, Tejas Gokhale, Kuan-Cheng Lee, Chitta Baral, Yezhou Yang

CVPR 2024 On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation Agneet Chatterjee, Tejas Gokhale, Chitta Baral, Yezhou Yang

NeurIPS 2024 TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives Maitreya Patel, Abhiram Kusumba, Sheng Cheng, Changhoon Kim, Tejas Gokhale, Chitta Baral, Yezhou Yang

TMLR 2024 Λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space Maitreya Patel, Sangmin Jung, Chitta Baral, Yezhou Yang

TMLR 2023 Beyond the Imitation Game: Quantifying and Extrapolating the Capabilities of Language Models Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Johan Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew Kyle Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakaş, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartłomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cesar Ferri, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Christopher Waites, Christian Voigt, Christopher D Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, C. Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A Chi, Ethan Dyer, Ethan Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, Francois Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germàn Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Xinyue Wang, Gonzalo Jaimovitch-Lopez, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Francis Anthony Shevlin, Hinrich Schuetze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, Jose Hernandez-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh Dhole, Kevin Gimpel, Kevin Omondi, Kory Wallace Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras-Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros-Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje Ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, Maria Jose Ramirez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L Leavitt, Matthias Hagen, Mátyás Schubert, Medina Orduna Baitemirova, Melody Arnaud, Melvin McElrath, Michael Andrew Yee, Michael Cohen, Michael Gu, Michael Ivanitskiy, Michael Starritt, Michael Strube, Michał Swędrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T, Nanyun Peng, Nathan Andrew Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha S. Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter W Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Miłkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan Le Bras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Russ Salakhutdinov, Ryan Andrew Chi, Seungjae Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel Stern Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima Shammie Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven Piantadosi, Stuart Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsunori Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay Venkatesh Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Sophie Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu

NeurIPSW 2023 Dr.ICL: Demonstration-Retrieved In-Context Learning Man Luo, Xin Xu, Zhuyun Dai, Panupong Pasupat, Mehran Kazemi, Chitta Baral, Vaiva Imbrasaite, Vincent Y Zhao

WACV 2023 Improving Diversity with Adversarially Learned Transformations for Domain Generalization Tejas Gokhale, Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Chitta Baral, Yezhou Yang

NeurIPSW 2022 Benchmarking Counterfactual Reasoning Abilities About Implicit Physical Properties Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang

AAAI 2022 Improving Biomedical Information Retrieval with Neural Retrievers Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral

ICMLW 2022 SCONER: Scoring Negative Candidates\\Before Training Neural Re-Ranker for Question Answering Man Luo, Mihir Parmar, Jayasurya Sevalur Mahendran, Sahit Jain, Samarth Rawal, Chitta Baral

AAAI 2021 Attribute-Guided Adversarial Training for Robustness to Natural Perturbations Tejas Gokhale, Rushil Anirudh, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Chitta Baral, Yezhou Yang

ICCV 2021 Weakly Supervised Relative Spatial Reasoning for Visual Question Answering Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral

AAAI 2020 Enhancing Natural Language Inference Using New and Expanded Training Data Sets and New Learning Models Arindam Mitra, Ishan Shrivastava, Chitta Baral

NeurIPS 2020 Language-Conditioned Imitation Learning for Robot Manipulation Tasks Simon Stepputtis, Joseph P. Campbell, Mariano Phielipp, Stefan Lee, Chitta Baral, Heni Ben Amor

NeurIPSW 2020 Real-Time Visual Feedback for Educative Benchmark Creation : A Human-and-Metric-in-the-Loop Workflow Anjana Arunkumar, Swaroop Mishra, Bhavdeep Singh Sachdeva, Chitta Baral, Chris Bryan

ECCV 2020 VQA-LOL: Visual Question Answering Under the Lens of Logic Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang

CVPRW 2019 Cooking with Blocks : A Recipe for Visual Reasoning on Image-Pairs Tejas Gokhale, Shailaja Sampat, Zhiyuan Fang, Yezhou Yang, Chitta Baral

AAAI 2019 Declarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming Arindam Mitra, Peter Clark, Oyvind Tafjord, Chitta Baral

IJCAI 2019 Integrating Knowledge and Reasoning in Image Understanding Somak Aditya, Yezhou Yang, Chitta Baral

WACV 2019 Spatial Knowledge Distillation to Aid Visual Reasoning Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral

UAI 2018 Combining Knowledge and Reasoning Through Probabilistic Soft Logic for Image Puzzle Solving Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos

AAAI 2018 Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering Somak Aditya, Yezhou Yang, Chitta Baral

AAAI 2016 Addressing a Question Answering Challenge by Combining Statistical Methods with Inductive Rule Learning and Reasoning Arindam Mitra, Chitta Baral

AAAI 2015 Exploring the KD45 Property of a Kripke Model After the Execution of an Action Sequence Tran Cao Son, Enrico Pontelli, Chitta Baral, Gregory Gelfond

AAAI 2015 Knowledge Representation and Reasoning: What's Hot Chitta Baral, Giuseppe De Giacomo

IJCAI 2015 Towards Addressing the Winograd Schema Challenge - Building and Using a Semantic Parser and a Knowledge Hunting Module Arpit Sharma, Nguyen Ha Vo, Somak Aditya, Chitta Baral

AAAI 2014 Pathway Specification and Comparative Queries: A High Level Language with Petri Net Semantics Saadat Anwar, Chitta Baral

AAAI 2008 Non-Monotonic Temporal Logics That Facilitate Elaboration Tolerant Revision of Goals Chitta Baral, Jicheng Zhao

AAAI 2008 Using Answer Set Programming and Lambda Calculus to Characterize Natural Language Sentences with Normatives and Exceptions Chitta Baral, Juraj Dzifcak, Tran Cao Son

IJCAI 2007 Non-Monotonic Temporal Logics for Goal Specification Chitta Baral, Jicheng Zhao

IJCAI 2007 Using the Probabilistic Logic Programming Language P-Log for Causal and Counterfactual Reasoning and Non-Naive Conditioning Chitta Baral, Matt Hunsaker

AAAI 2006 Goal Specification, Non-Determinism and Quantifying over Policies Chitta Baral, Jicheng Zhao

AAAI 2005 Issues in Reasoning About Interaction Networks in Cells: Necessity of Event Ordering Knowledge Tran Hoai Nam, Chitta Baral, Carron Shankland

AAAI 2005 Reasoning About Intended Actions Chitta Baral, Michael Gelfond

AAAI 2005 Using SAT and Logic Programming to Design Polynomial-Time Algorithms for Planning in Non-Deterministic Domains Chitta Baral, Thomas Eiter, Jicheng Zhao

AAAI 2004 Adding Time and Intervals to Procedural and Hierarchical Control Specifications Tran Cao Son, Chitta Baral, Le-Chi Tuan

AAAI 2004 Encoding Probabilistic Causal Model in Probabilistic Action Language Tran Hoai Nam, Chitta Baral

AAAI 2004 Regression with Respect to Sensing Actions and Partial States Le-Chi Tuan, Chitta Baral, Xin Zhang, Tran Cao Son

AAAI 2002 Reasoning About Actions in a Probabilistic Setting Chitta Baral, Tran Hoai Nam, Le-Chi Tuan

IJCAI 2001 Computational Complexity of Planning with Temporal Goals Chitta Baral, Vladik Kreinovich, Raul Trejo

IJCAI 2001 On the Semantics of Knowledge Update Chitta Baral, Yan Zhang

AAAI 2000 Maintainability: A Weaker Stabilizability like Notion for High Level Control Mutsumi Nakamura, Chitta Baral, Marcus Bjäreland

AAAI 2000 Towards Feasible Approach to Plan Checking Under Probabilistic Uncertainty: Interval Methods Raul Trejo, Vladik Kreinovich, Chitta Baral

IJCAI 1999 Computational Complexity of Planning and Approximate Planning in Presence of Incompleteness Chitta Baral, Vladik Kreinovich, Raul Trejo

IJCAI 1997 Defeasible Specifications in Action Theories Chitta Baral, Jorge Lobo

AAAI 1996 A Reactive Mobile Robot Based on a Formal Theory of Action Chitta Baral, Luis Floriano, Alfredo Gabaldon, David Morales, Tran Cao Son, Richard G. Watson

AAAI 1996 Formalizing Narratives Using Nested Circumscription Chitta Baral, Alfredo Gabaldon, Alessandro Provetti

IJCAI 1995 Reasoning About Actions: Non-Deterministic Effects, Constraints, and Qualification Chitta Baral

AAAI 1994 Rule Based Updates on Simple Knowledge Bases Chitta Baral

IJCAI 1993 Representing Concurrent Actions in Extended Logic Programming Chitta Baral, Michael Gelfond