Regularizing Deep Networks by Modeling and Predicting Label Structure

Regularizing Deep Networks by Modeling and Predicting Label Structure

5 April 2018

Mohammadreza Mostajabi

Gregory Shakhnarovich

Papers citing "Regularizing Deep Networks by Modeling and Predicting Label Structure"

17 / 17 papers shown

Title
Unveiling the Black Box: Independent Functional Module Evaluation for Bird's-Eye-View Perception Model Ludan Zhang Xiaokang Ding Yuqi Dai Lei He Keqiang Li 22 0 0 18 Sep 2024
LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection Sanmin Kim Youngseok Kim Sihwan Hwang H. Jeong Dongsuk Kum 32 4 0 14 Jul 2024
Label-guided Attention Distillation for Lane Segmentation Zhikang Liu Lanyun Zhu 16 15 0 04 Apr 2023
Label-Guided Auxiliary Training Improves 3D Object Detector Yaomin Huang Xinmei Liu Yichen Zhu Zhiyuan Xu Chaomin Shen Zhengping Che Guixu Zhang Yaxin Peng Feifei Feng Jian Tang 3DPC 12 12 0 24 Jul 2022
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning Aakash Kaku Sahana Upadhya N. Razavian SSL 19 29 0 27 Oct 2021
LGD: Label-guided Self-distillation for Object Detection Peizhen Zhang Zijian Kang Tong Yang X. Zhang N. Zheng Jian-jun Sun ObjD 101 30 0 23 Sep 2021
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP Lifu Tu BDL 22 0 0 27 Aug 2021
Crowd Counting via Perspective-Guided Fractional-Dilation Convolution Zhaoyi Yan Ruimao Zhang Hongzhi Zhang Qingfu Zhang W. Zuo 19 44 0 08 Jul 2021
Fourier Transform Approximation as an Auxiliary Task for Image Classification Chen Liu 13 0 0 22 Jun 2021
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects Sandipan Banerjee Ajjen Joshi Jay Turcot B. Reimer Taniya Mishra 13 2 0 05 Dec 2020
LabelEnc: A New Intermediate Supervision Method for Object Detection Miao Hao Yitao Liu X. Zhang Jian-jun Sun 22 25 0 07 Jul 2020
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization Sang Michael Xie Tengyu Ma Percy Liang 19 13 0 29 Jun 2020
Target-Embedding Autoencoders for Supervised Representation Learning Daniel Jarrett M. Schaar OOD 11 15 0 23 Jan 2020
Perspective-Guided Convolution Networks for Crowd Counting Zhaoyi Yan Yuchen Yuan W. Zuo Xiao Tan Yezhen Wang Shilei Wen Errui Ding 13 193 0 16 Sep 2019
Learning Rich Representations For Structured Visual Prediction Tasks Mohammadreza Mostajabi MDE 17 0 0 30 Aug 2019
Task-Assisted Domain Adaptation with Anchor Tasks Zhizhong Li Linjie Luo Sergey Tulyakov Qieyun Dai Derek Hoiem CVBM 13 0 0 16 Aug 2019
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 11 191 0 27 Mar 2018