Pal, Avik

7 publications

ICLR 2025 Compositional Entailment Learning for Hyperbolic Vision-Language Models Avik Pal, Max van Spengler, Guido Maria D'Amely di Melendugno, Alessandro Flaborea, Fabio Galasso, Pascal Mettes

ICLRW 2024 Efficient GPU-Accelerated Global Optimization for Inverse Problems Utkarsh, Vaibhav Kumar Dixit, Julian Samaroo, Avik Pal, Alan Edelman, Christopher Vincent Rackauckas

ICMLW 2024 In-Context Learning Improves Compositional Understanding of Vision-Language Models Matteo Nulli, Anesa Ibrahimi, Avik Pal, Hoshe Lee, Ivona Najdenkoska

NeurIPSW 2024 Understanding the Limitations of B-Spline KANs: Convergence Dynamics and Computational Efficiency Avik Pal, Dipankar Das

ICML 2023 Locally Regularized Neural Differential Equations: Some Black Boxes Were Meant to Remain Closed! Avik Pal, Alan Edelman, Christopher Vincent Rackauckas

ICLR 2021 Emergent Road Rules in Multi-Agent Driving Environments Avik Pal, Jonah Philion, Yuan-Hong Liao, Sanja Fidler

ICML 2021 Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics Avik Pal, Yingbo Ma, Viral Shah, Christopher V Rackauckas