Losses over Labels: Weakly Supervised Learning via Direct Loss
Construction

Losses over Labels: Weakly Supervised Learning via Direct Loss Construction

13 December 2022

J. Zico Kolter

Papers citing "Losses over Labels: Weakly Supervised Learning via Direct Loss Construction"

11 / 11 papers shown

Title
Finetuning CLIP to Reason about Pairwise Differences Dylan Sam Devin Willmott João Dias Semedo J. Zico Kolter VLM 63 3 0 15 Sep 2024
Theoretical Analysis of Weak-to-Strong Generalization Hunter Lang David Sontag Aravindan Vijayaraghavan 21 19 0 25 May 2024
Bayesian Neural Networks with Domain Knowledge Priors Dylan Sam Rattana Pukdee Daniel P. Jeong Yewon Byun J. Zico Kolter BDL UQCV 38 9 0 20 Feb 2024
INSITE: labelling medical images using submodular functions and semi-supervised data programming Akshat Gautam Anurag Shandilya Akshit Srivastava Venkatapathy Subramanian Ganesh Ramakrishnan Kshitij S. Jadhav 16 1 0 11 Feb 2024
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape Timothy R. McIntosh Teo Susnjak Tong Liu Paul Watters Malka N. Halgamuge 81 46 0 18 Dec 2023
Local Boosting for Weakly-Supervised Learning Rongzhi Zhang Yue Yu Jiaming Shen Xiquan Cui Chao Zhang WSOL 39 2 0 05 Jun 2023
Learning with Explanation Constraints Rattana Pukdee Dylan Sam J. Zico Kolter Maria-Florina Balcan Pradeep Ravikumar FAtt 32 6 0 25 Mar 2023
Weakly Supervised Label Learning Flows You Lu Chidubem Arachie Bert Huang 18 0 0 19 Feb 2023
Regularized Data Programming with Automated Bayesian Prior Selection Jacqueline R. M. A. Maasch Hao Zhang Qian Yang Fei Wang Volodymyr Kuleshov 34 0 0 17 Oct 2022
Creating Training Sets via Weak Indirect Supervision Jieyu Zhang Bohan Wang Xiangchen Song Yujing Wang Yaming Yang Jing Bai Alexander Ratner OffRL 51 17 0 07 Oct 2021
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 250 656 0 23 Mar 2020