Learning by Transduction

30 January 2013

Papers citing "Learning by Transduction"

50 / 129 papers shown

Title
Full Conformal Adaptation of Medical Vision-Language Models Julio Silva-Rodríguez Leo Fillioux P. Cournède Maria Vakalopoulou Stergios Christodoulidis Ismail Ben Ayed Jose Dolz VLM 68 0 0 06 Jun 2025
Conformal Prediction for Zero-Shot Models Julio Silva-Rodríguez Ismail Ben Ayed Jose Dolz VLM 48 0 0 30 May 2025
JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows Eshant English Christoph Lippert 48 0 0 29 May 2025
Test-time augmentation improves efficiency in conformal prediction Divya Shanmugam H. Lu Swami Sankaranarayanan John Guttag 237 0 0 28 May 2025
Individualised Counterfactual Examples Using Conformal Prediction Intervals James M. Adams Gesine Reinert Lukasz Szpruch Carsten Maple Andrew Elliott 30 0 0 28 May 2025
Scalable and adaptive prediction bands with kernel sum-of-squares Louis Allain Sébastien Da Veiga B. Staber 35 0 0 27 May 2025
Conformal Language Model Reasoning with Coherent Factuality Maxon Rubin-Toles Maya Gambhir Keshav Ramji Aaron Roth Surbhi Goel HILM LRM 79 2 0 21 May 2025
A Physics-Informed Convolutional Long Short Term Memory Statistical Model for Fluid Thermodynamics Simulations Luca Menicali Andrew Grace David H. Richter Stefano Castruccio AI4CE 83 0 0 16 May 2025
Computing High-dimensional Confidence Sets for Arbitrary Distributions Chao Gao Liren Shan Vaidehi Srinivas Aravindan Vijayaraghavan 143 0 0 03 Apr 2025
AU-TTT: Vision Test-Time Training model for Facial Action Unit Detection Bohao Xing Kaishen Yuan Zitong Yu Xianglong Liu Heikki Kälviäinen ViT 87 0 0 30 Mar 2025
Inductive randomness predictors: beyond conformal Vladimir Vovk 88 0 0 04 Mar 2025
Volume Optimality in Conformal Prediction with Structured Prediction Sets Chao Gao Liren Shan Vaidehi Srinivas Aravindan Vijayaraghavan 115 1 0 23 Feb 2025
Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction Chen Wang Fangxin Wang Ruocheng Guo Yueqing Liang Philip S. Yu 292 5 0 21 Feb 2025
Language Models Can Predict Their Own Behavior Dhananjay Ashok Jonathan May ReLM AI4TS LRM 118 2 0 18 Feb 2025
Multivariate Conformal Prediction using Optimal Transport Michal Klein Louis Béthune Eugène Ndiaye Marco Cuturi OT 223 3 0 05 Feb 2025
Safe Decentralized Multi-Agent Control using Black-Box Predictors, Conformal Decision Policies, and Control Barrier Functions Sacha Huriot Hussein Sibai 90 1 0 27 Sep 2024
Future-Proofing Medical Imaging with Privacy-Preserving Federated Learning and Uncertainty Quantification: A Review Nikolas Koutsoubis Asim Waqas Yasin Yilmaz R. Ramachandran M. Schabath Ghulam Rasool 115 1 0 24 Sep 2024
Split Conformal Prediction under Data Contamination Jase Clarkson Wenkai Xu Mihai Cucuringu Gesine Reinert 136 3 0 10 Jul 2024
Learning to (Learn at Test Time): RNNs with Expressive Hidden States Yu Sun Xinhao Li Karan Dalal Jiarui Xu Arjun Vikram ... Xinlei Chen Xiaolong Wang Sanmi Koyejo Tatsunori Hashimoto Carlos Guestrin 145 113 0 05 Jul 2024
Calibrated Large Language Models for Binary Question Answering Patrizio Giovannotti Alexander Gammerman 55 1 0 01 Jul 2024
LayerMatch: Do Pseudo-labels Benefit All Layers? Chaoqi Liang Guanglei Yang Lifeng Qiao Zitong Huang Hongliang Yan Yunchao Wei W. Zuo 90 0 0 20 Jun 2024
Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation Nikolas Koutsoubis Yasin Yilmaz Ravi P. Ramachandran M. Schabath Ghulam Rasool 79 8 0 18 Jun 2024
Uncertainty quantification in metric spaces Gábor Lugosi Marcos Matabuena 139 5 0 08 May 2024
MoDE: CLIP Data Experts via Clustering Jiawei Ma Po-Yao Huang Saining Xie Shang-Wen Li Luke Zettlemoyer Shih-Fu Chang Wen-tau Yih Hu Xu MoE CLIP VLM 77 14 0 24 Apr 2024
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Philip Matthias Winter M. Wimmer David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Gaia Romana De Paolis Johannes Novotny Sophia Ulonska Katja Bühler 154 0 0 18 Mar 2024
Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Learning Huali Xu Li Liu Shuaifeng Zhi Shaojing Fu Z. Su Ming-Ming Cheng Yongxiang Liu 96 12 0 04 Mar 2024
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability Afra Feyza Akyürek Ekin Akyürek Leshem Choshen Derry Wijaya Jacob Andreas HILM SyDa 125 18 0 16 Jan 2024
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift Benjamin Eyre Elliot Creager David Madras Antonio Torralba Katherine Heller OOD OODD 67 1 0 29 Dec 2023
SymmPI: Predictive Inference for Data with Group Symmetries Yan Sun Mengxin Yu 110 2 0 26 Dec 2023
Reliable Prediction Intervals with Regression Neural Networks Harris Papadopoulos H. Haralambous 426 112 0 15 Dec 2023
Sequential inductive prediction intervals B. Avelin 34 0 0 08 Dec 2023
Regenerating Arbitrary Video Sequences with Distillation Path-Finding T. Le Sheng-Yi Yao Chun-Te Wu Tong-Yee Lee 87 1 0 13 Nov 2023
Guaranteed Coverage Prediction Intervals with Gaussian Process Regression Harris Papadopoulos 111 14 0 24 Oct 2023
Learning to (Learn at Test Time) Yu Sun Xinhao Li Karan Dalal Chloe Hsu Oluwasanmi Koyejo Carlos Guestrin Xiaolong Wang Tatsunori Hashimoto Xinlei Chen SSL 83 8 0 20 Oct 2023
Non-Exchangeable Conformal Risk Control António Farinhas Chrysoula Zerva Dennis Ulmer André F. T. Martins 199 10 0 02 Oct 2023
Approximating Score-based Explanation Techniques Using Conformal Regression Amr Alkhatib Henrik Bostrom Sofiane Ennadir Ulf Johansson FAtt 38 4 0 23 Aug 2023
Resampled Confidence Regions with Exponential Shrinkage for the Regression Function of Binary Classification Ambrus Tamás Balázs Csanád Csáji UQCV 53 0 0 03 Aug 2023
Test-Time Training on Video Streams Renhao Wang Yu Sun Yossi Gandelsman Xinlei Chen Alexei A. Efros Alexei A. Efros Xiaolong Wang TTA ViT 3DGS 149 21 0 11 Jul 2023
Neural Priming for Sample-Efficient Adaptation Matthew Wallingford Vivek Ramanujan Alex Fang Aditya Kusupati Roozbeh Mottaghi Aniruddha Kembhavi Ludwig Schmidt Ali Farhadi VLM 189 15 0 16 Jun 2023
On the Expected Size of Conformal Prediction Sets Guneet Singh Dhillon George Deligiannidis Tom Rainforth 83 10 0 12 Jun 2023
Evaluating Machine Translation Quality with Conformal Predictive Distributions Patrizio Giovannotti UQLM 105 7 0 02 Jun 2023
Test-Time Training on Nearest Neighbors for Large Language Models Moritz Hardt Yu Sun VLM RALM 128 30 0 29 May 2023
Conformal Prediction with Large Language Models for Multi-Choice Question Answering Bhawesh Kumar Cha-Chen Lu Gauri Gupta Anil Palepu David R. Bellamy Ramesh Raskar Andrew L. Beam 97 77 0 28 May 2023
Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning Jungtaek Kim 80 1 0 24 May 2023
Distribution-Free Matrix Prediction Under Arbitrary Missing Pattern Meijia Shao Yuan Zhang 98 6 0 19 May 2023
Learning to Extrapolate: A Transductive Approach Aviv Netanyahu Abhishek Gupta Max Simchowitz Kai Zhang Pulkit Agrawal 100 16 0 27 Apr 2023
TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition I. Dave Mamshad Nayeem Rizve Chong Chen M. Shah TTA 97 18 0 28 Mar 2023
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training Mohammad Rezaei Farnaz Farahanipad Alex Dillhoff V. Athitsos 3DH 77 2 0 27 Mar 2023
Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection Yujin Han Mingwenchan Xu Leying Guan 33 3 0 04 Feb 2023
Learning Functional Transduction Mathieu Chalvidal Thomas Serre Rufin VanRullen AI4CE 104 2 0 01 Feb 2023