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TMLR Submissions
An approximate sampler for energy-based models with divergence diagnostics
Bryan Eikema
,
Germán Kruszewski
,
Christopher R Dance
,
Hady Elsahar
,
Marc Dymetman
Published: 29 Nov 2022, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
SMILE: Sample-to-feature Mixup for Efficient Transfer Learning
Xingjian Li
,
Haoyi Xiong
,
Cheng-zhong Xu
,
Dejing Dou
Published: 30 Jan 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Adaptively Phased Algorithm for Linear Contextual Bandits
TMLR Paper405 Authors
03 Sept 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
PolyViT: Co-training Vision Transformers on Images, Videos and Audio
Valerii Likhosherstov
,
Anurag Arnab
,
Krzysztof Marcin Choromanski
,
Mario Lucic
,
Yi Tay
,
Mostafa Dehghani
Published: 09 Jan 2023, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Extracting Local Reasoning Chains of Deep Neural Networks
Haiyan Zhao
,
Tianyi Zhou
,
Guodong Long
,
Jing Jiang
,
Chengqi Zhang
Published: 11 Dec 2022, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Shapley Oracle Pruning for Convolutional Neural Networks
TMLR Paper402 Authors
01 Sept 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Algorithms and Theory for Supervised Gradual Domain Adaptation
Jing Dong
,
Shiji Zhou
,
Baoxiang Wang
,
Han Zhao
Published: 17 Nov 2022, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Unsupervised Domain Adaptation via Minimized Joint Error
TMLR Paper400 Authors
01 Sept 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Meta Automatic Curriculum Learning for Classrooms of Deep RL Black-Box Students
TMLR Paper399 Authors
31 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Logistic Regression Through the Veil of Imprecise Data
TMLR Paper397 Authors
30 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
A Crisis In Simulation-Based Inference? Beware, Your Posterior Approximations Can Be Unfaithful
Joeri Hermans
,
Arnaud Delaunoy
,
François Rozet
,
Antoine Wehenkel
,
Volodimir Begy
,
Gilles Louppe
Published: 28 Nov 2022, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
ARMA Cell: A Modular and Effective Approach for Neural Autoregressive Modeling
TMLR Paper395 Authors
30 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
On Pseudo-Labeling for Class-Mismatch Semi-Supervised Learning
Lu Han
,
Han-Jia Ye
,
De-Chuan Zhan
Published: 27 Nov 2022, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Proactive Pseudo-Intervention: Pre-informed Contrastive Learning For Interpretable Vision Models
TMLR Paper392 Authors
28 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
GIT: A Generative Image-to-text Transformer for Vision and Language
Jianfeng Wang
,
Zhengyuan Yang
,
Xiaowei Hu
,
Linjie Li
,
Kevin Lin
,
Zhe Gan
,
Zicheng Liu
,
Ce Liu
,
Lijuan Wang
Published: 13 Dec 2022, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks
TMLR Paper388 Authors
25 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Joint Representation Training in Sequential Tasks with Shared Structure
TMLR Paper387 Authors
24 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows
TMLR Paper386 Authors
24 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Collaborative Algorithms for Online Personalized Mean Estimation
Mahsa Asadi
,
Aurélien Bellet
,
Odalric-Ambrym Maillard
,
Marc Tommasi
Published: 24 Dec 2022, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Server-Side Stepsizes and Sampling Without Replacement Provably Help in Federated Optimization
TMLR Paper384 Authors
24 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Unsupervised Discovery and Composition of Object Light Fields
TMLR Paper382 Authors
24 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Better Linear Rates for SGD with Data Shuffling
TMLR Paper381 Authors
23 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Time Series Alignment with Global Invariances
Titouan Vayer
,
Romain Tavenard
,
Laetitia Chapel
,
Rémi Flamary
,
Nicolas Courty
,
Yann Soullard
Published: 27 Oct 2022, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
Real-world-robustness of tree-based classifiers
TMLR Paper379 Authors
22 Aug 2022 (modified: 17 Sept 2024)
Rejected by TMLR
Readers:
Everyone
Optimizing Intermediate Representations of Generative Models for Phase Retrieval
Tobias Uelwer
,
Sebastian Konietzny
,
Stefan Harmeling
Published: 18 Nov 2022, Last Modified: 17 Sept 2024
Accepted by TMLR
Readers:
Everyone
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