Chitta Baral
- Papers
- 30
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Authored papers
30RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions
ICCV 2025
Dual Caption Preference Optimization for Diffusion Models
arXiv 2025
GuidedSampling: Steering LLMs Towards Diverse Candidate Solutions at Inference-Time
arXiv 2026
Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents
arXiv 2025
TextInVision: Text and Prompt Complexity Driven Visual Text Generation Benchmark
arXiv 2025
Triple Preference Optimization: Achieving Better Alignment with Less Data in a Single Step Optimization
arXiv 2024
Cutting Through the Noise: Boosting LLM Performance on Math Word Problems
arXiv 2024
Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark
arXiv 2024
ToW: Thoughts of Words Improve Reasoning in Large Language Models
arXiv 2024
Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images
arXiv 2024
Getting it Right: Improving Spatial Consistency in Text-to-Image Models
arXiv 2024
When "Competency" in Reasoning Opens the Door to Vulnerability: Jailbreaking LLMs via Novel Complex Ciphers
arXiv 2024
Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter?
arXiv 2024
On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation
CVPR 2024 1
Lexi: Self-Supervised Learning of the UI Language
arXiv 2023
ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models
arXiv 2023
End-to-end Knowledge Retrieval with Multi-modal Queries
arXiv 2023
TarGEN: Targeted Data Generation with Large Language Models
arXiv 2023
Instruction Tuned Models are Quick Learners
arXiv 2023
EDM3: Event Detection as Multi-task Text Generation
arXiv 2023
LongBoX: Evaluating Transformers on Long-Sequence Clinical Tasks
arXiv 2023
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis
arXiv 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
TMLR
Benchmarking Spatial Relationships in Text-to-Image Generation
arXiv 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
arXiv 2022
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering
arXiv 2022
Lila: A Unified Benchmark for Mathematical Reasoning
arXiv 2022
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning
Findings (NAACL) 2022 7
To Find Waldo You Need Contextual Cues: Debiasing Who's Waldo
arXiv 2022
Language-Conditioned Imitation Learning for Robot Manipulation Tasks
NeurIPS 2020 12
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