Karthik, Shyamgopal

16 publications

NeurIPS 2025 Concept-Guided Interpretability via Neural Chunking Shuchen Wu, Stephan Alaniz, Shyamgopal Karthik, Peter Dayan, Eric Schulz, Zeynep Akata

NeurIPS 2025 Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models Luca Eyring, Shyamgopal Karthik, Alexey Dosovitskiy, Nataniel Ruiz, Zeynep Akata

ICCV 2025 Scalable Ranked Preference Optimization for Text-to-Image Generation Shyamgopal Karthik, Huseyin Coskun, Zeynep Akata, Sergey Tulyakov, Jian Ren, Anil Kag

TMLR 2025 Simplifying Knowledge Transfer in Pretrained Models Siddharth Jain, Shyamgopal Karthik, Vineet Gandhi

NeurIPS 2025 Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models Mateusz Pach, Shyamgopal Karthik, Quentin Bouniot, Serge Belongie, Zeynep Akata

ECCV 2024 EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata

NeurIPS 2024 ReNO: Enhancing One-Step Text-to-Image Models Through Reward-Based Noise Optimization Luca Eyring, Shyamgopal Karthik, Karsten Roth, Alexey Dosovitskiy, Zeynep Akata

ICLR 2024 Vision-by-Language for Training-Free Compositional Image Retrieval Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata

ICCV 2023 ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata

NeurIPS 2023 Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification Kanishk Jain, Shyamgopal Karthik, Vineet Gandhi

ECCV 2022 BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata

CoLLAs 2022 CLActive: Episodic Memories for Rapid Active Learning Sri Aurobindo Munagala, Sidhant Subramanian, Shyamgopal Karthik, Ameya Prabhu, Anoop Namboodiri

CVPR 2022 KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata

ICLR 2021 No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep Networks Shyamgopal Karthik, Ameya Prabhu, Puneet K. Dokania, Vineet Gandhi

NeurIPSW 2021 Revisiting Visual Product for Compositional Zero-Shot Learning Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata

WACV 2020 Exploring 3 R's of Long-Term Tracking: Redetection, Recovery and Reliability Shyamgopal Karthik, Abhinav Moudgil, Vineet Gandhi