Yash Patel
9 papers · 2017–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (31) 🐣 Hot Topic Early Bird
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Unstoppable · Bronze
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Research topics
Machine Learning
(7)
Deep Learning
(6)
Core Methods
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Learning Types · Machine Learning
(3)
Analysis
(2)
Application Areas
(2)
Core AI · Artificial Intelligence
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Models
(1)
Keywords
contrastive learning
(2)
variational inference
(1)
self-supervised learning
(1)
feature learning
(1)
content moderation
(1)
image retrieval
(1)
metric learning
(1)
knowledge distillation
(1)
topic modeling
(1)
multimodal learning
(1)
image classification
(1)
supervised learning
(1)
feature embedding
(1)
supervised contrastive learning
(1)
sampling distribution
(1)
differentiable programming
(1)
robust estimation
(1)
probabilistic interpretation
(1)
surrogate loss
(1)
representation learning
(1)
Papers
Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch
ACL 2025
Variational Inference with Coverage Guarantees in Simulation-Based Inference
ICML 2024
Contrastive Classification and Representation Learning with Probabilistic Interpretation
AAAI 2023
Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training
CVPR 2023
Generalized Differentiable RANSAC
ICCV 2023
Recall@k Surrogate Loss With Large Batches and Similarity Mixup
CVPR 2022
Saliency Driven Perceptual Image Compression
WACV 2021
Learning Surrogates via Deep Embedding
ECCV 2020
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces
CVPR 2017