Shyamgopal Karthik
10 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Conference Polyglot (6)
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Century Club
(10)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
ECCV (2)
ICCV (2)
ICLR (2)
NIPS (2)
CVPR (1)
WACV (1)
Top co-authors
Keywords
zero-shot learning
(1)
image generation
(1)
probabilistic modeling
(1)
direct preference optimization
(1)
multimodal learning
(1)
test-time adaptation
(1)
video understanding
(1)
text-to-image generation
(1)
object tracking
(1)
fine-grained classification
(1)
compositional learning
(1)
image recognition
(1)
knowledge graph
(1)
generative model
(1)
reward model
(1)
vision-language model
(1)
ranking feedback
(1)
gradient ascent
(1)
synthetic dataset
(1)
compositional zero-shot learning
(1)
Papers
Scalable Ranked Preference Optimization for Text-to-Image Generation
ICCV 2025
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval
ECCV 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
NIPS 2024
Vision-by-Language for Training-Free Compositional Image Retrieval
ICLR 2024
Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification
NIPS 2023
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models
ICCV 2023
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
ECCV 2022
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning
CVPR 2022
No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep Networks
ICLR 2021
Exploring 3 R's of Long-term Tracking: Redetection, Recovery and Reliability
WACV 2020