Aditya Kusupati
19 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (43) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
🤝
Dynamic Duo
(13)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(13)
Deep Learning
(10)
Artificial Intelligence
(8)
Application Areas
(8)
Computer Vision
(7)
Core AI
(7)
Architectures
(6)
Optimization & Theory · Deep Learning
(5)
Core Methods
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Analysis
(3)
Techniques
(3)
Natural Language Processing
(2)
Keywords
efficient computing
(3)
model compression
(3)
scene understanding
(2)
language model
(2)
efficient inference
(2)
representation learning
(2)
vision-language model
(2)
image classification
(2)
neural network
(2)
zero-shot learning
(2)
novel view synthesis
(2)
recurrent neural network
(2)
transfer learning
(2)
action recognition
(1)
few-shot learning
(1)
neural network pruning
(1)
vision transformer
(1)
text generation
(1)
transformer architecture
(1)
machine translation
(1)
Papers
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems
ICCV 2025
Matryoshka Quantization
ICML 2025
ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition
NeurIPS 2024
From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
NeurIPS 2024
MatFormer: Nested Transformer for Elastic Inference
NeurIPS 2024
Mixture of Nested Experts: Adaptive Processing of Visual Tokens
NeurIPS 2024
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
NeurIPS 2024
AdANNS: A Framework for Adaptive Semantic Search
NeurIPS 2023
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
NeurIPS 2023
Neural Priming for Sample-Efficient Adaptation
NeurIPS 2023
Neural Radiance Field Codebooks
ICLR 2023
Objaverse-XL: A Universe of 10M+ 3D Objects
NeurIPS 2023
SHARCS: Efficient Transformers Through Routing with Dynamic Width Sub-networks
EMNLP 2023
Matryoshka Representation Learning
NeurIPS 2022
MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound
CVPR 2022
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes
NeurIPS 2021
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
NeurIPS 2020
Soft Threshold Weight Reparameterization for Learnable Sparsity
ICML 2020
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network
NeurIPS 2018