TMLR Submissions

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: 17 Sept 2024
- 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
Understanding Compositionality in Data Embeddings
TMLR Paper2331 Authors
- 04 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
MaskMA: Towards Zero-Shot Multi-Agent Decision Making with Mask-Based Collaborative Learning
Jie Liu, Yinmin Zhang, Chuming Li, Zhiyuan You, Zhanhui Zhou, Chao Yang, Yaodong Yang, Yu Liu, Wanli Ouyang
- Published: 15 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Zero-Order One-Point Estimate with Distributed Stochastic Gradient Techniques
TMLR Paper2328 Authors
- 04 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Finite-Time Analysis of Temporal Difference Learning with Experience Replay
Han-Dong Lim, Donghwan Lee
- Published: 05 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Are Large Language Models Really Robust to Word-Level Perturbations?
TMLR Paper2326 Authors
- 04 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Stochastic Fractional Gradient Descent with Caputo $L_1$ Scheme for Deep Neural Networks
TMLR Paper2325 Authors
- 04 Mar 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval
Leah Bar, Boaz Lerner, Nir Darshan, Rami Ben-Ari
- Published: 13 Jan 2025, Last Modified: 13 Jan 2025
- Accepted by TMLR
- Readers: Everyone