Shyamgopal Karthik

37 papers A* 6A 2Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models.
CoRR
Anne Harrington, A. Sophia Koepke, Shyamgopal Karthik, Trevor Darrell, Alexei A. Efros
2025 J jnl
A Good CREPE needs more than just Sugar: Investigating Biases in Compositional Vision-Language Benchmarks.
CoRR
Vishaal Udandarao, Mehdi Cherti, Shyamgopal Karthik, Jenia Jitsev, Samuel Albanie, Matthias Bethge
2025 J jnl
Concept-Guided Interpretability via Neural Chunking.
CoRR
Shuchen Wu, Stephan Alaniz, Shyamgopal Karthik, Peter S. Dayan, Eric Schulz, Zeynep Akata
2025 J jnl
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models.
CoRR
Luca Eyring, Shyamgopal Karthik, Alexey Dosovitskiy, Nataniel Ruiz, Zeynep Akata
2025 — conf
Road Obstacle Video Segmentation.
DAGM GCPR
Shyam Nandan Rai, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Barbara Caputo, Carlo Masone, Zeynep Akata
2025 J jnl
Road Obstacle Video Segmentation.
CoRR
Shyam Nandan Rai, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Barbara Caputo, Carlo Masone, Zeynep Akata
2025 J jnl
Simplifying Knowledge Transfer in Pretrained Models.
CoRR
Siddharth Jain, Shyamgopal Karthik, Vineet Gandhi
2025 J jnl
Simplifying Knowledge Transfer in Pretrained Models.
Trans. Mach. Learn. Res.
Siddharth Jain, Shyamgopal Karthik, Vineet Gandhi
2025 J jnl
Solving Spatial Supersensing Without Spatial Supersensing.
CoRR
Vishaal Udandarao, Shyamgopal Karthik, Surabhi S. Nath, Andreas Hochlehnert, Matthias Bethge, Ameya Prabhu
2025 J jnl
Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models.
CoRR
Mateusz Pach, Shyamgopal Karthik, Quentin Bouniot, Serge J. Belongie, Zeynep Akata
2024 — conf
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval.
ECCV (37)
Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata
2024 J jnl
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval.
CoRR
Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata
2024 J jnl
Post-hoc Probabilistic Vision-Language Models.
CoRR
Anton Baumann, Rui Li, Marcus Klasson, Santeri Mentu, Shyamgopal Karthik, Zeynep Akata, Arno Solin, Martin Trapp
2024 A* conf
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization.
NeurIPS
Luca Eyring, Shyamgopal Karthik, Karsten Roth, Alexey Dosovitskiy, Zeynep Akata
2024 J jnl
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization.
CoRR
Luca Eyring, Shyamgopal Karthik, Karsten Roth, Alexey Dosovitskiy, Zeynep Akata
2024 J jnl
Scalable Ranked Preference Optimization for Text-to-Image Generation.
CoRR
Shyamgopal Karthik, Huseyin Coskun, Zeynep Akata, Sergey Tulyakov, Jian Ren, Anil Kag
2024 A* conf
Vision-by-Language for Training-Free Compositional Image Retrieval.
ICLR
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
2023 — conf
Bringing Generalization to Deep Multi-View Pedestrian Detection.
WACV (Workshops)
Jeet Vora, Swetanjal Dutta, Kanishk Jain, Shyamgopal Karthik, Vineet Gandhi
2023 J jnl
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection.
CoRR
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
2023 A* conf
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models.
ICCV
Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
2023 J jnl
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models.
CoRR
Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
2023 A* conf
Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification.
NeurIPS
Kanishk Jain, Shyamgopal Karthik, Vineet Gandhi
2023 J jnl
Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification.
CoRR
Kanishk Jain, Shyamgopal Karthik, Vineet Gandhi
2023 J jnl
Vision-by-Language for Training-Free Compositional Image Retrieval.
CoRR
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
2022 — conf
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks.
ECCV (12)
Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata
2022 J jnl
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks.
CoRR
Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata
2022 — conf
CLActive: Episodic Memories for Rapid Active Learning.
CoLLAs
Sri Aurobindo Munagala, Sidhant Subramanian, Shyamgopal Karthik, Ameya Prabhu, Anoop M. Namboodiri
2022 A* conf
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning.
CVPR
Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
2022 J jnl
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning.
CoRR
Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
2021 J jnl
Bringing Generalization to Deep Multi-view Detection.
CoRR
Jeet Vora, Swetanjal Dutta, Shyamgopal Karthik, Vineet Gandhi
2021 J jnl
Learning From Long-Tailed Data With Noisy Labels.
CoRR
Shyamgopal Karthik, Jérôme Revaud, Boris Chidlovskii
2021 A* conf
No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep Networks.
ICLR
Shyamgopal Karthik, Ameya Prabhu, Puneet K. Dokania, Vineet Gandhi
2021 J jnl
No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep Networks.
CoRR
Shyamgopal Karthik, Ameya Prabhu, Puneet K. Dokania, Vineet Gandhi
2021 A conf
ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency Prediction.
IROS
Samyak Jain, Pradeep Yarlagadda, Shreyank Jyoti, Shyamgopal Karthik, Ramanathan Subramanian, Vineet Gandhi
2020 A conf
Exploring 3 R's of Long-term Tracking: Re-detection, Recovery and Reliability.
WACV
Shyamgopal Karthik, Abhinav Moudgil, Vineet Gandhi
2020 J jnl
Simple Unsupervised Multi-Object Tracking.
CoRR
Shyamgopal Karthik, Ameya Prabhu, Vineet Gandhi
2019 J jnl
Exploring 3 R's of Long-term Tracking: Re-detection, Recovery and Reliability.
CoRR
Shyamgopal Karthik, Abhinav Moudgil, Vineet Gandhi