Himanshu Jain
9 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (10) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ICLR (3)
NIPS (3)
AISTATS (1)
CVPR (1)
EMNLP (1)
Top co-authors
Keywords
3d reconstruction
(1)
certified robustness
(1)
adversarial robustness
(1)
optimal transport
(1)
machine translation
(1)
multimodal learning
(1)
neural network optimization
(1)
label smoothing
(1)
distance preservation
(1)
low rank representation
(1)
semantic similarity
(1)
generative model
(1)
convolutional neural network
(1)
randomized smoothing
(1)
speculative decoding
(1)
autoregressive sampling
(1)
sparse embedding
(1)
sequence to sequence
(1)
tail label
(1)
extreme multi-label classification
(1)
Papers
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models
AISTATS 2025
SpecTr: Fast Speculative Decoding via Optimal Transport
NIPS 2023
Teacher Guided Training: An Efficient Framework for Knowledge Transfer
ICLR 2023
Treeformer: Dense Gradient Trees for Efficient Attention Computation
ICLR 2023
Long-tail learning via logit adjustment
ICLR 2021
Adversarial robustness via robust low rank representations
NIPS 2020
Semantic Label Smoothing for Sequence to Sequence Problems
EMNLP 2020
Human Shape From Silhouettes Using Generative HKS Descriptors and Cross-Modal Neural Networks
CVPR 2017
Sparse Local Embeddings for Extreme Multi-label Classification
NIPS 2015