Mercury: Ultra-Fast Language Models Based on Diffusion

Samar Khanna^α, Siddhant Kharbanda^α, Shufan Li^α, Harshit Varma^α, Eric Wang^α, Sawyer Birnbaum, Ziyang Luo, Yanis Miraoui, Akash Palrecha, Stefano Ermon, Aditya Grover, Volodymyr Kuleshov

Glauber Generative Model: Discrete Diffusion Models via Binary Classification

Harshit Varma, Dheeraj Nagaraj, Karthikeyan Shanmugam

Generating and utilizing models for long-range event relation extraction^†

Aparna Garimella, Anandhavelu Natarajan, Abhilasha Sancheti, Sarthak Chauhan, Prateek Agarwal, Harshit Varma

Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models

Harshit Varma, Abhijeet Awasthi, Sunita Sarawagi

Adversarial Training with Multiscale Boundary-Prediction DNN for Robust Topologically-Constrained Segmentation in OOD images

Harshit Varma*, Akshay Gaikwad*, Suyash Awate

Deep Variational Segmentation of Topology-Constrained Object Sets, with Correlated Uncertainty Models, for Robustness to Degradations

Harshit Varma*, Akshay Gaikwad*, Suyash Awate

Video-based driver emotion recognition using hybrid deep spatio-temporal feature learning

Harshit Varma, Nagarajan Ganapathy, Thomas M. Deserno

Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding

Harshit Varma, Aadish Jain, Pratik Ratadiya, Abhishek Rathi