Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Towards Zero-Shot Learning with Fewer Seen Class Examples

Nov 14, 2020
Vinay Kumar Verma, Ashish Mishra, Anubha Pandey, Hema A. Murthy, Piyush Rai

* Accepted in WACV 2021 

  Access Paper or Ask Questions

Generalized Adversarially Learned Inference

Jun 15, 2020
Yatin Dandi, Homanga Bharadhwaj, Abhishek Kumar, Piyush Rai

* Under review 

  Access Paper or Ask Questions

P-SIF: Document Embeddings Using Partition Averaging

May 18, 2020
Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Piyush Rai, Partha Talukdar

* 15 Pages, 3 Figures, 13 Tables, AAAI 2020, Blog : http://vivgupt.blogspot.com/2019/06/document-vector-estimation-using.html 

  Access Paper or Ask Questions

Quantile Regularization: Towards Implicit Calibration of Regression Models

Feb 28, 2020
Saiteja Utpala, Piyush Rai


  Access Paper or Ask Questions

A "Network Pruning Network" Approach to Deep Model Compression

Jan 15, 2020
Vinay Kumar Verma, Pravendra Singh, Vinay P. Namboodiri, Piyush Rai

* Accepted in WACV'20 

  Access Paper or Ask Questions

Deep Attentive Ranking Networks for Learning to Order Sentences

Dec 31, 2019
Pawan Kumar, Dhanajit Brahma, Harish Karnick, Piyush Rai

* Accepted in AAAI 2020 

  Access Paper or Ask Questions

Jointly Trained Image and Video Generation using Residual Vectors

Dec 17, 2019
Yatin Dandi, Aniket Das, Soumye Singhal, Vinay P. Namboodiri, Piyush Rai

* Accepted in 2020 Winter Conference on Applications of Computer Vision (WACV '20) 

  Access Paper or Ask Questions

On the relationship between multitask neural networks and multitask Gaussian Processes

Dec 12, 2019
Karthikeyan K, Shubham Kumar Bharti, Piyush Rai

* 19 pages, 4 figures 

  Access Paper or Ask Questions

Nonparametric Bayesian Structure Adaptation for Continual Learning

Dec 08, 2019
Abhishek Kumar, Sunabha Chatterjee, Piyush Rai

* 12 pages, 5 Figures, 2 Tables 

  Access Paper or Ask Questions

Refined $α$-Divergence Variational Inference via Rejection Sampling

Oct 29, 2019
Rahul Sharma, Abhishek Kumar, Piyush Rai

* 6 pages, 1 figure 

  Access Paper or Ask Questions

A Meta-Learning Framework for Generalized Zero-Shot Learning

Sep 10, 2019
Vinay Kumar Verma, Dhanajit Brahma, Piyush Rai

* Under Submission 

  Access Paper or Ask Questions

A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation

Jun 07, 2019
Varun Khare, Divyat Mahajan, Homanga Bharadhwaj, Vinay Verma, Piyush Rai

* Preprint. Under review 

  Access Paper or Ask Questions

Variational Autoencoders for Sparse and Overdispersed Discrete Data

May 24, 2019
He Zhao, Piyush Rai, Lan Du, Wray Buntine, Mingyuan Zhou


  Access Paper or Ask Questions

Stochastic Blockmodels meet Graph Neural Networks

May 14, 2019
Nikhil Mehta, Lawrence Carin, Piyush Rai


  Access Paper or Ask Questions

Play and Prune: Adaptive Filter Pruning for Deep Model Compression

May 11, 2019
Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri

* International Joint Conference on Artificial Intelligence (IJCAI-2019) 

  Access Paper or Ask Questions

Deep Generative Models for Sparse, High-dimensional, and Overdispersed Discrete Data

May 02, 2019
He Zhao, Piyush Rai, Lan Du, Wray Buntine, Mingyuan Zhou

* Code at https://github.com/ethanhezhao/NBVAE 

  Access Paper or Ask Questions

Generative Model for Zero-Shot Sketch-Based Image Retrieval

Apr 18, 2019
Vinay Kumar Verma, Aakansha Mishra, Ashish Mishra, Piyush Rai

* Accepted at CVPR-Workshop 2019 

  Access Paper or Ask Questions

HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs

Mar 25, 2019
Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri

* Accepted in CVPR 2019 

  Access Paper or Ask Questions

Leveraging Filter Correlations for Deep Model Compression

Nov 26, 2018
Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri

* 10 pages 

  Access Paper or Ask Questions

Graph Convolutional Networks based Word Embeddings

Sep 12, 2018
Shikhar Vashishth, Prateek Yadav, Manik Bhandari, Piyush Rai, Chiranjib Bhattacharyya, Partha Talukdar

* 9 pages, 2 figures 

  Access Paper or Ask Questions

Small-Variance Asymptotics for Nonparametric Bayesian Overlapping Stochastic Blockmodels

Jul 10, 2018
Gundeep Arora, Anupreet Porwal, Kanupriya Agarwal, Avani Samdariya, Piyush Rai

* Accepted For IJCAI'18 

  Access Paper or Ask Questions

Generalized Zero-Shot Learning via Synthesized Examples

Jun 12, 2018
Vinay Kumar Verma, Gundeep Arora, Ashish Mishra, Piyush Rai

* Accepted in CVPR'18 

  Access Paper or Ask Questions

A Generative Approach to Zero-Shot and Few-Shot Action Recognition

Jan 27, 2018
Ashish Mishra, Vinay Kumar Verma, M Shiva Krishna Reddy, Arulkumar S, Piyush Rai, Anurag Mittal

* Accepted in WACV 2018 

  Access Paper or Ask Questions

A Simple Exponential Family Framework for Zero-Shot Learning

Jan 25, 2018
Vinay Kumar Verma, Piyush Rai

* Accepted in ECML-PKDD 2017, 16 Pages: Code and Data are available: https://github.com/vkverma01/Zero-Shot/ 

  Access Paper or Ask Questions

Zero-Shot Learning via Class-Conditioned Deep Generative Models

Nov 19, 2017
Wenlin Wang, Yunchen Pu, Vinay Kumar Verma, Kai Fan, Yizhe Zhang, Changyou Chen, Piyush Rai, Lawrence Carin

* To appear in AAAI 2018 

  Access Paper or Ask Questions

Leveraging Distributional Semantics for Multi-Label Learning

Nov 10, 2017
Rahul Wadbude, Vivek Gupta, Piyush Rai, Nagarajan Natarajan, Harish Karnick, Prateek Jain

* 10 Pages, 0 Figures, Missing Result Joint Learning Included 

  Access Paper or Ask Questions

A Deep Generative Framework for Paraphrase Generation

Sep 15, 2017
Ankush Gupta, Arvind Agarwal, Prawaan Singh, Piyush Rai


  Access Paper or Ask Questions

Deep Generative Models for Relational Data with Side Information

Jun 16, 2017
Changwei Hu, Piyush Rai, Lawrence Carin


  Access Paper or Ask Questions