Unsupervised Context-Driven Question Answering Based on Link Grammar. - Vignav Ramesh; Anton Kolonin (AGI, 2021)

Natural Language Generation Using Link Grammar for General Conversational Intelligence. - Vignav Ramesh; Anton Kolonin (CoRR, 2021)

COVID-19 Lung Lesion Segmentation Using a Sparsely Supervised Mask R-CNN on Chest X-rays Automatically Computed from Volumetric CTs. - Vignav Ramesh; Blaine Rister; Daniel L. Rubin (CoRR, 2021)

End-to-end Malaria Diagnosis and 3D Cell Rendering with Deep Learning. - Vignav Ramesh (CoRR, 2021)

Unsupervised Tokenization Learning. - Anton Kolonin; Vignav Ramesh (EMNLP, 2022)

Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors. - Vignav Ramesh; Nathan Andrew Chi; Pranav Rajpurkar (ML4H@NeurIPS, 2022)

Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models. - Minhaj Nur Alam; Rikiya Yamashita; Vignav Ramesh; Tejas S. Prabhune; Jennifer I. Lim; R. V. P. Chan; Joelle A. Hallak; Theodore Leng; Daniel L. Rubin (CoRR, 2022)

Communicating Activations Between Language Model Agents. - Vignav Ramesh; Kenneth Li 002 (CoRR, 2025)

Test-Time Scaling of Diffusion Models via Noise Trajectory Search. - Vignav Ramesh; Morteza Mardani (CoRR, 2025)