TMLR Submissions

Hierarchical Neural Simulation-Based Inference Over Event Ensembles
Lukas Heinrich, Siddharth Mishra-Sharma, Chris Pollard, Philipp Windischhofer
- Published: 11 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
NorMatch: Matching Normalizing Flows with Discriminative Classifiers for Semi-Supervised Learning
Zhongying Deng, Rihuan Ke, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero
- Published: 14 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Boosting Visual-Language Models by Exploiting Hard Pairs
TMLR Paper1710 Authors
- 20 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding
Seongjun Yang, Gibbeum Lee, Jaewoong Cho, Dimitris Papailiopoulos, Kangwook Lee
- Published: 15 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Discrete VQ-IHDM: MRI Generation with Vector Quantized Inverse Heat Dissipation Model
TMLR Paper1708 Authors
- 20 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Exploring Simple, High Quality Out-of-Distribution Detection with L2 Normalization
Jarrod Haas, William Yolland, Bernhard T Rabus
- Published: 19 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
PaDPaF: Partial Disentanglement with Partially-Federated GANs
Abdulla Jasem Almansoori, Samuel Horváth, Martin Takáč
- Published: 09 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
SDGym: Low-Code Reinforcement Learning Environments using System Dynamics Models
TMLR Paper1705 Authors
- 19 Oct 2023 (modified: 17 Sept 2024)
- Withdrawn by Authors
- Readers: Everyone
From Identifiable Causal Representations to Controllable Counterfactual Generation: A Survey on Causal Generative Modeling
Aneesh Komanduri, Xintao Wu, Yongkai Wu, Feng Chen
- Published: 23 May 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DP-ImgSyn: Dataset Alignment for Obfuscated, Differentially Private Image Synthesis
TMLR Paper1703 Authors
- 19 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Scaling (Down) CLIP: A Comprehensive Analysis of Data,Architecture, and Training Strategies
Zichao Li, Cihang Xie, Ekin Dogus Cubuk
- Published: 08 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Voyager: An Open-Ended Embodied Agent with Large Language Models
Guanzhi Wang, Yuqi Xie, Yunfan Jiang, Ajay Mandlekar, Chaowei Xiao, Yuke Zhu, Linxi Fan, Anima Anandkumar
- Published: 19 Mar 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Personalized Algorithmic Recourse with Preference Elicitation
Giovanni De Toni, Paolo Viappiani, Stefano Teso, Bruno Lepri, Andrea Passerini
- Published: 16 Jan 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Reinforcement Learning of Adaptive Acquisition Policies for Inverse Problems
TMLR Paper1699 Authors
- 19 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Rotate the ReLU to Sparsify Deep Networks Implicitly
Nancy Nayak, Sheetal Kalyani
- Published: 05 Jun 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DDLP: Unsupervised Object-centric Video Prediction with Deep Dynamic Latent Particles
Tal Daniel, Aviv Tamar
- Published: 08 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Differential Equation Scaling Limits of Shaped and Unshaped Neural Networks
Mufan Bill Li, Mihai Nica
- Published: 27 Apr 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data
TMLR Paper1691 Authors
- 18 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Inverse Kernel Decomposition
Chengrui Li, Anqi Wu
- Published: 16 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Balancing Privacy and Performance for Private Federated Learning Algorithms
TMLR Paper1688 Authors
- 17 Oct 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Accountable Textual-Visual Chat Learns to Reject Human Instructions in Image Re-creation
Zhiwei Zhang, Yuliang Liu
- Published: 18 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Using Motion Cues to Supervise Single-frame Body Pose & Shape Estimation in Low Data Regimes
Andrey Davydov, Alexey Sidnev, Artsiom Sanakoyeu, Yuhua Chen, Mathieu Salzmann, Pascal Fua
- Published: 06 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling
Yuan Liu, Songyang Zhang, Jiacheng Chen, Kai Chen, Dahua Lin
- Published: 29 Jan 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions
Guillaume Staerman, Pavlo Mozharovskyi, Pierre Colombo, Stephan Clémençon, Florence d'Alché-Buc
- Published: 11 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning?
Songyang Han, Sanbao Su, Sihong He, Shuo Han, Haizhao Yang, Shaofeng Zou, Fei Miao
- Published: 09 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone