Bad Students Make Great Teachers: Active Learning Accelerates
Large-Scale Visual Understanding

Bad Students Make Great Teachers: Active Learning Accelerates Large-Scale Visual Understanding

8 December 2023

Jonathan Schwarz

Olivier J. Hénaff

Papers citing "Bad Students Make Great Teachers: Active Learning Accelerates Large-Scale Visual Understanding"

12 / 12 papers shown

Title
Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws Xiyuan Wei Ming Lin Fanjiang Ye Fengguang Song Liangliang Cao My T. Thai Tianbao Yang LLMSV 34 0 0 10 May 2025
Small Vision-Language Models: A Survey on Compact Architectures and Techniques Nitesh Patnaik Navdeep Nayak Himani Bansal Agrawal Moinak Chinmoy Khamaru Gourav Bal Saishree Smaranika Panda Rishi Raj Vishal Meena Kartheek Vadlamani VLM 58 0 0 09 Mar 2025
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives Dilermando Queiroz Anderson Carlos André Anjos Lilian Berton 52 0 0 24 Feb 2025
ELIP: Enhanced Visual-Language Foundation Models for Image Retrieval Guanqi Zhan Yuanpei Liu Kai Han Weidi Xie Andrew Zisserman VLM 246 0 0 21 Feb 2025
A Bayesian Approach to Data Point Selection Xinnuo Xu Minyoung Kim Royson Lee Brais Martínez Timothy M. Hospedales 35 0 0 06 Nov 2024
Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws Yiding Jiang Allan Zhou Zhili Feng Sadhika Malladi J. Zico Kolter 45 16 0 15 Oct 2024
Data curation via joint example selection further accelerates multimodal learning Talfan Evans Nikhil Parthasarathy Hamza Merzic Olivier J. Hénaff 32 13 0 25 Jun 2024
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training David Brandfonbrener Hanlin Zhang Andreas Kirsch Jonathan Richard Schwarz Sham Kakade 33 7 0 15 Jun 2024
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts Mikayel Samvelyan Sharath Chandra Raparthy Andrei Lupu Eric Hambro Aram H. Markosyan ... Minqi Jiang Jack Parker-Holder Jakob Foerster Tim Rocktaschel Roberta Raileanu SyDa 83 64 0 26 Feb 2024
Navigating Scaling Laws: Compute Optimality in Adaptive Model Training Sotiris Anagnostidis Gregor Bachmann Imanol Schlag Thomas Hofmann 35 2 0 06 Nov 2023
GRASP: A Rehearsal Policy for Efficient Online Continual Learning Md Yousuf Harun Jhair Gallardo Junyu Chen Christopher Kanan CLL 43 9 0 25 Aug 2023
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 264 4,532 0 23 Jan 2020