Abhishek Kumar
46 papers · 2010–2026 · 16 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 21 separate collaboration groups - the largest holds only 20% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Abhishek Kumar?
8 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Ben Poole, Kevin Murphy, Stefano Ermon
6 papers
· 2020–2024
· ICLR, MLHC, ICML
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Small-scale proxies for large-scale Transformer training instabilities
ICLR 2024
Risk score learning for COVID-19 contact tracing apps
MLHC 2021
Score-Based Generative Modeling through Stochastic Differential Equations
ICLR 2021
On Implicit Regularization in $β$-VAEs
ICML 2020
Regularized Autoencoders via Relaxed Injective Probability Flow
AISTATS 2020
Weakly Supervised Disentanglement with Guarantees
ICLR 2020
13 papers whose co-authors appear nowhere else under this name
Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding
ACL 2026
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
EMNLP 2025
Score-based Causal Representation Learning: Linear and General Transformations
JMLR 2025
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025
Detection of background agents speech in contact centers
Interspeech 2024
Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization
ACL 2024
Tambur: Efficient loss recovery for videoconferencing via streaming codes
NSDI 2023
Master of All: Simultaneous Generalization of Urban-Scene Segmentation to All Adverse Weather Conditions
ECCV 2022
The binary trio at SemEval-2019 Task 5: Multitarget Hate Speech Detection in Tweets
SemEval 2019
Knowledge-Enriched Two-Layered Attention Network for Sentiment Analysis
NAACL 2018
Incorporating Relational Knowledge into Word Representations using Subspace Regularization
ACL 2016
Scalable Exemplar Clustering and Facility Location via Augmented Block Coordinate Descent with Column Generation
AISTATS 2016
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization
ICML 2013