Growing a Brain: Fine-Tuning by Increasing Model Capacity

Growing a Brain: Fine-Tuning by Increasing Model Capacity

18 July 2019

Papers citing "Growing a Brain: Fine-Tuning by Increasing Model Capacity"

15 / 15 papers shown

Title
Fine-Tuning Games: Bargaining and Adaptation for General-Purpose Models Benjamin Laufer Jon M. Kleinberg Hoda Heidari 55 8 0 03 Jan 2025
Joint Neural Networks for One-shot Object Recognition and Detection Camilo Vargas Qianni Zhang E. Izquierdo ObjD VLM 34 0 0 01 Aug 2024
High-frequency Matters: An Overwriting Attack and defense for Image-processing Neural Network Watermarking Huajie Chen Tianqing Zhu Chi Liu Shui Yu Wanlei Zhou AAML 18 3 0 17 Feb 2023
Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models Zhiqiu Lin Samuel Yu Zhiyi Kuang Deepak Pathak Deva Ramana VLM 15 100 0 16 Jan 2023
Cold Start Streaming Learning for Deep Networks Cameron R. Wolfe Anastasios Kyrillidis CLL 15 2 0 09 Nov 2022
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning Tianlong Chen Sijia Liu Shiyu Chang Lisa Amini Zhangyang Wang CLL 21 4 0 15 Jun 2022
Rethinking Task-Incremental Learning Baselines Md. Rejwanul Hossain P. Saha T. Chowdhury Shafin Rahman Fuad Rahman Nabeel Mohammed CLL 27 5 0 23 May 2022
A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning Umang Aggarwal Adrian Daniel Popescu Eden Belouadah C´eline Hudelot CLL 4 4 0 01 Feb 2022
S-Extension Patch: A simple and efficient way to extend an object detection model Dishant Parikh ObjD VLM 20 0 0 06 Oct 2021
Continual Backprop: Stochastic Gradient Descent with Persistent Randomness Shibhansh Dohare R. Sutton A. R. Mahmood CLL 22 80 0 13 Aug 2021
Dota 2 with Large Scale Deep Reinforcement Learning OpenAI OpenAI : Christopher Berner Greg Brockman Brooke Chan ... Szymon Sidor Ilya Sutskever Jie Tang Filip Wolski Susan Zhang GNN VLM CLL AI4CE LRM 9 1,789 0 13 Dec 2019
Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition Xiangyang Li Luis Herranz Shuqiang Jiang 15 2 0 11 Jul 2019
Learning Finer-class Networks for Universal Representations Julien Girard-Satabin Y. Tamaazousti Hervé Le Borgne C´eline Hudelot SSL OOD 27 4 0 04 Oct 2018
Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN J. Gao Zijian Guo Z. Li Ram Nevatia VLM 17 20 0 21 Nov 2017
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 22 4,298 0 29 Jun 2016