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Training-free linear image inverses via flows
Ashwini Pokle, Matthew J. Muckley, Ricky T. Q. Chen, Brian Karrer
- Published: 20 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Robust Semi-Supervised Metric Learning Meets with High Dimensionality
TMLR Paper2360 Authors
- 10 Mar 2024 (modified: 09 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density
Shuangqi Li, Chen Liu, Tong Zhang, Hieu Le, Sabine Susstrunk, Mathieu Salzmann
- Published: 22 Oct 2024, Last Modified: 21 Oct 2025
- Accepted by TMLR
- Readers: Everyone
Towards Unbiased Calibration using Meta-Regularization
Cheng Wang, Jacek Golebiowski
- Published: 20 Jun 2024, Last Modified: 21 Oct 2025
- Accepted by TMLR
- Readers: Everyone
Simple and Scalable Strategies to Continually Pre-train Large Language Models
Adam Ibrahim, Benjamin Thérien, Kshitij Gupta, Mats Leon Richter, Quentin Gregory Anthony, Eugene Belilovsky, Timothée Lesort, Irina Rish
- Published: 08 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
MDGCL: Debiased Graph Contrastive Learning with Knowledge of Model Discrepancy
TMLR Paper2355 Authors
- 08 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Winning the Lottery Once and For All: Towards Pruning Neural Networks at Initialization
TMLR Paper2354 Authors
- 08 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
TMLR Paper2353 Authors
- 08 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Regret Bounds for Noise-Free Cascaded Kernelized Bandits
Zihan Li, Jonathan Scarlett
- Published: 12 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Survey on Data Selection for Language Models
Alon Albalak, Yanai Elazar, Sang Michael Xie, Shayne Longpre, Nathan Lambert, Xinyi Wang, Niklas Muennighoff, Bairu Hou, Liangming Pan, Haewon Jeong, Colin Raffel, Shiyu Chang, Tatsunori Hashimoto, William Yang Wang
- Published: 12 Jul 2024, Last Modified: 22 Nov 2025
- Accepted by TMLR
- Readers: Everyone
Text Descriptions are Compressive and Invariant Representations for Visual Learning
Zhili Feng, Anna Bair, J Zico Kolter
- Published: 04 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Exact Fractional Inference via Re-Parametrization \& Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms
Hamidreza Behjoo, Michael Chertkov
- Published: 03 Dec 2024, Last Modified: 03 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Uncovering Sets of Maximum Dissimilarity on Random Process Data
Miguel de Carvalho, Gabriel Martos
- Published: 28 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference
Ryan P. Kelly, David J Nott, David Tyler Frazier, David J Warne, Christopher Drovandi
- Published: 05 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Neural Graph Reasoning: A Survey on Complex Logical Query Answering
Hongyu Ren, Mikhail Galkin, Zhaocheng Zhu, Jure Leskovec, Michael Cochez
- Published: 05 Dec 2024, Last Modified: 22 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Spike Accumulation Forwarding for Effective Training of Spiking Neural Networks
Ryuji Saiin, Tomoya Shirakawa, Sota Yoshihara, Yoshihide Sawada, Hiroyuki Kusumoto
- Published: 21 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Community Detection: Exact Inference with Latent Variables in an Arbitrary Domain
TMLR Paper2341 Authors
- 06 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
Jianyu Wang, Rudrajit Das, Gauri Joshi, Satyen Kale, Zheng Xu, Tong Zhang
- Published: 26 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
XAI-Based Detection of Adversarial Attacks on Deepfake Detectors
Ben Pinhasov, Raz Lapid, Rony Ohayon, Moshe Sipper, Yehudit Aperstein
- Published: 22 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Garden of Forking paths: Observing Dynamic Parameters Distribution in Large Language Models
TMLR Paper2337 Authors
- 05 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Sparse Contextual CDF Regression
Kamyar Azizzadenesheli, William Lu, Anuran Makur, Qian Zhang
- Published: 08 Jul 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks
Dongfu Jiang, Yishan Li, Ge Zhang, Wenhao Huang, Bill Yuchen Lin, Wenhu Chen
- Published: 19 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SA-MLP: Distilling Graph Knowledge from GNNs into Structure-Aware MLP
Jie Chen, Mingyuan Bai, Shouzhen Chen, Junbin Gao, Junping Zhang, Jian Pu
- Published: 19 Sept 2024, Last Modified: 19 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Input Normalized Stochastic Gradient Descent Training for Deep Neural Networks
Salih Furkan Atici, Hongyi Pan, Ahmet Cetin
- Published: 04 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
iHyperTime: Interpretable Time Series Generation with Implicit Neural Representations
Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Andrea Coletta, Alexandros Iosifidis, Svitlana Vyetrenko
- Published: 20 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone

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