Akshay Chaudhari
12 papers · 2021–2026 · 7 venues · across top CS/AI venues
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vision-language model
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medical imaging
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self-supervised learning
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counterfactual explanation
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text classification
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visual question answering
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transfer learning
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medical image analysis
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pose estimation
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data augmentation
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natural language generation
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named entity recognition
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multimodal learning
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text summarization
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Papers
Diffusion MRI Transformer with a Diffusion Space Rotary Positional Embedding (D-RoPE)
CVPR 2026
Learning Generalizable 3D Medical Image Representations from Mask-Guided Self-Supervision
CVPR 2026
OpenCapBench: A Benchmark to Bridge Pose Estimation and Biomechanics
WACV 2025
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
NeurIPS 2024
DDM$^2$: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models
ICLR 2023
Efficient Diagnosis Assignment Using Unstructured Clinical Notes
ACL 2023
RaLEs: a Benchmark for Radiology Language Evaluations
NeurIPS 2023
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data
ICCV 2023
TorchXRayVision: A library of chest X-ray datasets and models
MIDL 2022
ViLMedic: a framework for research at the intersection of vision and language in medical AI
ACL 2022
Designing Counterfactual Generators using Deep Model Inversion
NeurIPS 2021
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays
MIDL 2021