Mohan S Kankanhalli
7 papers · 2018–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (7)
Top co-authors
Keywords
adversarial contrastive learning
(2)
unsupervised learning
(2)
image classification
(1)
vision transformer
(1)
action recognition
(1)
causal reasoning
(1)
coreset selection
(1)
confidence calibration
(1)
adversarial training
(1)
model interpretability
(1)
graph embedding
(1)
transformation invariance
(1)
large-scale image classification
(1)
submodular maximization
(1)
semantic embedding
(1)
temporal action segmentation
(1)
graph convolutional network
(1)
symbolic knowledge
(1)
temporal constraint
(1)
propositional logic
(1)
Papers
Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization
NIPS 2023
Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection
NIPS 2023
Don't Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation
NIPS 2022
Learning to Predict Trustworthiness with Steep Slope Loss
NIPS 2021
Unsupervised Motion Representation Learning with Capsule Autoencoders
NIPS 2021
Embedding Symbolic Knowledge into Deep Networks
NIPS 2019
Unsupervised Learning of View-invariant Action Representations
NIPS 2018