Abhimanyu Dubey

发表

Maximum-Entropy Fine-Grained Classification

Ramesh Raskar, Abhimanyu Dubey, Otkrist Gupta, 2018, NeurIPS.

Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search

Abhimanyu Dubey, Laurens van der Maaten, Yixuan Li, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Modeling Image Virality with Pairwise Spatial Transformer Networks

Abhimanyu Dubey, Sumeet Agarwal, Abhimanyu Dubey, 2017, ACM Multimedia.

Improving Fine-Grained Visual Classification using Pairwise Confusion

Ramesh Raskar, Abhimanyu Dubey, Otkrist Gupta, 2017 .

Kernel Methods for Cooperative Multi-Agent Learning with Delays

Abhimanyu Dubey, Alex Pentland, Abhimanyu Dubey, 2020, International Conference on Machine Learning.

TuringBox: An Experimental Platform for the Evaluation of AI Systems

Iyad Rahwan, Abhimanyu Dubey, Manuel Cebrián, 2018, IJCAI.

Training with Confusion for Fine-Grained Visual Classification pdf

Ramesh Raskar, Abhimanyu Dubey, Otkrist Gupta, 2017, ArXiv.

Thompson Sampling on Symmetric α-Stable Bandits pdf

Alex Pentland, Abhimanyu Dubey, Abhimanyu Dubey, 2019, ArXiv.

Thompson Sampling on Symmetric Alpha-Stable Bandits

Alex Pentland, Abhimanyu Dubey, 2019, IJCAI.

Coreset-Based Adaptive Tracking pdf

Ramesh Raskar, Rahul Sukthankar, Abhimanyu Dubey, 2015, ArXiv.

Communication Topologies Between Learning Agents in Deep Reinforcement Learning pdf

Alex Pentland, Abhimanyu Dubey, Anirudh Goyal, 2019, ArXiv.

Smaller Models, Better Generalization pdf

Mayank Sharma, Suraj Tripathi, Abhimanyu Dubey, 2019, ArXiv.

Closing the AI Knowledge Gap pdf

Iyad Rahwan, Abhimanyu Dubey, Manuel Cebrián, 2018, ArXiv.

MemeSequencer: Sparse Matching for Embedding Image Macros

Iyad Rahwan, Abhimanyu Dubey, Manuel Cebrián, 2018, WWW.

Learning Neural Network Classifiers with Low Model Complexity pdf

Mayank Sharma, Abhimanyu Dubey, Jayadeva, 2017, ArXiv.

Pairwise Confusion for Fine-Grained Visual Classification

Ramesh Raskar, Abhimanyu Dubey, Otkrist Gupta, 2017, ECCV.

Private and Byzantine-Proof Cooperative Decision-Making

Abhimanyu Dubey, Alex Pentland, Abhimanyu Dubey, 2022, AAMAS.

Deep Learning the City: Quantifying Urban Perception at a Global Scale

Ramesh Raskar, Abhimanyu Dubey, Nikhil Naik, 2016, ECCV.

How to Organize your Deep Reinforcement Learning Agents: The Importance of Communication Topology pdf

Alex 'Sandy' Pentland, Abhimanyu Dubey, Peter Krafft, 2018, ArXiv.

Robust Multi-Agent Decision-Making with Heavy-Tailed Payoffs

Abhimanyu Dubey, Alex Pentland, Abhimanyu Dubey, 2020, International Conference on Machine Learning.

Examining Representational Similarity in ConvNets and the Primate Visual Cortex pdf

Abhimanyu Dubey, Jayadeva, Sumeet Agarwal, 2016, ArXiv.

Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning

Alex Pentland, Abhimanyu Dubey, Esteban Moro Egido, 2020, AAMAS.

Differentially-Private Federated Linear Bandits pdf

Abhimanyu Dubey, Alex Pentland, Abhimanyu Dubey, 2020, NeurIPS.

Coreset-Based Neural Network Compression

Narendra Ahuja, Abhimanyu Dubey, Moitreya Chatterjee, 2018, ECCV.

Cooperative Multi-Agent Bandits with Heavy Tails pdf

Abhimanyu Dubey, Alex Pentland, Abhimanyu Dubey, 2020, ICML.

Evaluating Generative Adversarial Networks on Explicitly Parameterized Distributions pdf

Abhimanyu Dubey, Matthew Groh, Shayne O'Brien, 2018, ArXiv.

No Peek: A Survey of private distributed deep learning pdf

Ramesh Raskar, Abhimanyu Dubey, Otkrist Gupta, 2018, ArXiv.

Kernel Methods for Cooperative Multi-Agent Contextual Bandits

Abhimanyu Dubey, Alex Pentland, Abhimanyu Dubey, 2020, ICML.

No-Regret Algorithms for Private Gaussian Process Bandit Optimization pdf

Abhimanyu Dubey, Abhimanyu Dubey, 2021, AISTATS.

Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation pdf

Abhimanyu Dubey, Alex Pentland, Abhimanyu Dubey, 2021, ArXiv.

Adaptive Methods for Real-World Domain Generalization

Abhimanyu Dubey, Vignesh Ramanathan, Dhruv Mahajan, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).