Transferability and Hardness of Supervised Classification Tasks

21 August 2019

Papers citing "Transferability and Hardness of Supervised Classification Tasks"

49 / 49 papers shown

Title
Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer Enming Zhang Liwen Cao Yanru Wu Zijie Zhao Guan Wang Yang Li 94 0 0 09 Apr 2025
Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing Yi-Kai Zhang De-Chuan Zhan Han-Jia Ye ALM ELM LRM 169 4 0 24 Feb 2025
BeST -- A Novel Source Selection Metric for Transfer Learning Ashutosh Soni Peizhong Ju A. Eryilmaz Ness B. Shroff 140 0 0 19 Jan 2025
Toward Understanding Catastrophic Forgetting in Continual Learning Cuong V Nguyen Alessandro Achille Michael Lam Tal Hassner Vijay Mahadevan Stefano Soatto 66 94 0 02 Aug 2019
Large-scale weakly-supervised pre-training for video action recognition Deepti Ghadiyaram Matt Feiszli Du Tran Xueting Yan Heng Wang D. Mahajan 59 299 0 02 May 2019
The Information Complexity of Learning Tasks, their Structure and their Distance Alessandro Achille Giovanni Paolini G. Mbeng Stefano Soatto 39 52 0 05 Apr 2019
Regularized Learning for Domain Adaptation under Label Shifts Kamyar Azizzadenesheli Anqi Liu Fanny Yang Anima Anandkumar 39 206 0 22 Mar 2019
On measuring the iconicity of a face Prithviraj Dhar Carlos D. Castillo Rama Chellappa CVBM 37 10 0 04 Mar 2019
Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild Youngkyoon Jang Hatice Gunes Ioannis Patras CVBM 45 47 0 11 Feb 2019
Task2Vec: Task Embedding for Meta-Learning Alessandro Achille Michael Lam Rahul Tewari Avinash Ravichandran Subhransu Maji Charless C. Fowlkes Stefano Soatto Pietro Perona SSL 75 314 0 10 Feb 2019
A Modulation Module for Multi-task Learning with Applications in Image Retrieval Xiangyu Zhao Haoxiang Li Xiaohui Shen Xiaodan Liang Ying Nian Wu 58 139 0 17 Jul 2018
Meta-Learning with Latent Embedding Optimization Andrei A. Rusu Dushyant Rao Jakub Sygnowski Oriol Vinyals Razvan Pascanu Simon Osindero R. Hadsell 137 1,371 0 16 Jul 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe Laurens van der Maaten VLM 180 1,367 0 02 May 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 118 1,217 0 23 Apr 2018
Exploring Disentangled Feature Representation Beyond Face Identification Yu Liu Fangyin Wei Jing Shao Lu Sheng Junjie Yan Xiaogang Wang CoGe CVBM 50 156 0 10 Apr 2018
Learning Disentangled Joint Continuous and Discrete Representations Emilien Dupont DRL 76 242 0 31 Mar 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition Haobo Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jin Zhou Zhifeng Li Wei Liu CVBM MQ 130 2,503 0 29 Jan 2018
Extreme 3D Face Reconstruction: Seeing Through Occlusions Anh Tran Tal Hassner I. Masi Eran Paz Y. Nirkin Gérard Medioni CVBM 3DH 45 16 0 14 Dec 2017
Class Rectification Hard Mining for Imbalanced Deep Learning Qi Dong S. Gong Xiatian Zhu 54 199 0 08 Dec 2017
Variational Continual Learning Cuong V Nguyen Yingzhen Li T. Bui Richard Turner CLL VLM BDL 79 732 0 29 Oct 2017
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 95 2,630 0 23 Oct 2017
FacePoseNet: Making a Case for Landmark-Free Face Alignment Feng-Ju Chang Anh Tran Tal Hassner I. Masi Ram Nevatia Gérard Medioni 3DV CVBM 82 122 0 24 Aug 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 139 1,566 0 03 Jul 2017
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach Hu Han Anil K. Jain F. Wang Shiguang Shan Xilin Chen CVBM 60 278 0 03 Jun 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 272 3,122 0 19 May 2017
The loss surface of deep and wide neural networks Quynh N. Nguyen Matthias Hein ODL 154 284 0 26 Apr 2017
On Face Segmentation, Face Swapping, and Face Perception Y. Nirkin I. Masi Anh Tran Tal Hassner Gérard Medioni OOD CVBM PICV 64 268 0 22 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,174 0 20 Mar 2017
Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification Y. Lu Abhishek Kumar Shuangfei Zhai Yu Cheng T. Javidi Rogerio Feris 3DH 52 387 0 16 Nov 2016
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 336 4,625 0 10 Nov 2016
An All-In-One Convolutional Neural Network for Face Analysis Rajeev Ranjan S. Sankaranarayanan Carlos D. Castillo Rama Chellappa CVBM 174 428 0 03 Nov 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 127 673 0 07 Sep 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 160 1,961 0 27 Jul 2016
Towards a Neural Statistician Harrison Edwards Amos Storkey BDL 74 427 0 07 Jun 2016
Deep Multi-task Representation Learning: A Tensor Factorisation Approach Yongxin Yang Timothy M. Hospedales 73 254 0 20 May 2016
Refining Architectures of Deep Convolutional Neural Networks S. Shankar D. Robertson Yani Andrew Ioannou A. Criminisi R. Cipolla 3DV 29 30 0 22 Apr 2016
Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data Jing Wang Yu Cheng Rogerio Feris EgoV CVBM 55 115 0 21 Apr 2016
Cross-stitch Networks for Multi-task Learning Ishan Misra Abhinav Shrivastava Abhinav Gupta M. Hebert 87 1,347 0 12 Apr 2016
Deep Cross Residual Learning for Multitask Visual Recognition Brendan Jou Shih-Fu Chang ObjD 60 91 0 05 Apr 2016
MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes Ethan M. Rudd Manuel Günther Terrance Boult CVBM 50 210 0 22 Mar 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 46 442 0 21 Mar 2016
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition Rajeev Ranjan Vishal M. Patel Rama Chellappa CVBM 3DH 98 303 0 03 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang 196 2,246 0 03 Dec 2015
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 254 1,198 0 30 Nov 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 239 8,401 0 28 Nov 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 231 8,330 0 06 Nov 2014
Provable Bounds for Learning Some Deep Representations Sanjeev Arora Aditya Bhaskara Rong Ge Tengyu Ma BDL 92 335 0 23 Oct 2013
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 292 799 0 19 Feb 2009