TMLR Submissions

LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration
Md. Ismail Hossain, M M Lutfe Elahi, Sameera Ramasinghe, Ali Cheraghian, Fuad Rahman, Nabeel Mohammed, Shafin Rahman
- Published: 17 Aug 2025, Last Modified: 17 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Fairness and Disentanglement: A Critical Review of Predominant Bias in Neural Networks
Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
- Published: 02 Jul 2025, Last Modified: 02 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers
TMLR Paper4455 Authors
- 12 Mar 2025 (modified: 03 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Ellipsoidal Optimal Recovery: A Minimax Approach to Robust Counterfactual Estimation
TMLR Paper4453 Authors
- 11 Mar 2025 (modified: 18 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Agnostic Membership Inference Attack on Two-Tower Neural Networks for Recommendation Systems
TMLR Paper4451 Authors
- 11 Mar 2025 (modified: 23 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Are Domain Generalization Benchmarks with Accuracy on the Line Misspecified?
Olawale Elijah Salaudeen, Nicole Chiou, Shiny Weng, Sanmi Koyejo
- Published: 11 Aug 2025, Last Modified: 11 Aug 2025
- Accepted by TMLR
- Readers: Everyone
MetaGFN: Exploring Distant Modes with Adapted Metadynamics for Continuous GFlowNets
Dominic Phillips, Flaviu Cipcigan
- Published: 20 Sept 2025, Last Modified: 20 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Scalable Multi-Output Gaussian Processes with Stochastic Variational Inference
Xiaoyu Jiang, Sokratia Georgaka, Magnus Rattray, Mauricio A Álvarez
- Published: 05 Jun 2025, Last Modified: 05 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Actor-only and Safe-Actor-only REINFORCE Algorithms with Deterministic Update Times
TMLR Paper4446 Authors
- 11 Mar 2025 (modified: 26 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Transformers trained on proteins can learn to attend to Euclidean distance
Isaac Ellmen, Constantin Schneider, Matthew I. J. Raybould, Charlotte Deane
- Published: 24 Jul 2025, Last Modified: 24 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Unsupervised Panoptic Interpretation of Latent Spaces in GANs Using Space-Filling Vector Quantization
Mohammad Hassan Vali, Tom Bäckström
- Published: 25 Jun 2025, Last Modified: 02 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Gaussian Loss Smoothing Enables Certified Training with Tight Convex Relaxations
Stefan Balauca, Mark Niklas Mueller, Yuhao Mao, Maximilian Baader, Marc Fischer, Martin Vechev
- Published: 18 Jul 2025, Last Modified: 18 Jul 2025
- Accepted by TMLR
- Readers: Everyone
An Empirical Study of the Accuracy-Robustness Trade-off and Training Efficiency in Robust Self-Supervised Learning
TMLR Paper4441 Authors
- 10 Mar 2025 (modified: 21 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Explaining with trees: interpreting CNNs using hierarchies
TMLR Paper4440 Authors
- 10 Mar 2025 (modified: 20 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Joint Generative Modeling of Grounded Scene Graphs and Images via Diffusion Models
Bicheng Xu, Qi Yan, Renjie Liao, Lele Wang, Leonid Sigal
- Published: 10 Aug 2025, Last Modified: 10 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Provably Extending PageRank-based Local Clustering to Weighted Directed Graphs with Self-Loops and to Hypergraphs
TMLR Paper4437 Authors
- 10 Mar 2025 (modified: 02 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Inequality
TMLR Paper4436 Authors
- 10 Mar 2025 (modified: 08 Sept 2025)
- Under review for TMLR
- Readers: Everyone
SAIF: Sparse Adversarial and Imperceptible Attack Framework
Tooba Imtiaz, Morgan R Kohler, Jared F Miller, Zifeng Wang, Masih Eskandar, Mario Sznaier, Octavia Camps, Jennifer Dy
- Published: 29 Jul 2025, Last Modified: 29 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Decoding Human Preferences in Alignment: An Improved Approach to Inverse Constitutional AI
TMLR Paper4433 Authors
- 09 Mar 2025 (modified: 13 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Unifying Self-Supervised Clustering and Energy-Based Models
Emanuele Sansone, Robin Manhaeve
- Published: 15 Aug 2025, Last Modified: 15 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Does confidence calibration improve conformal prediction?
HuaJun Xi, Jianguo Huang, Kangdao Liu, Lei Feng, Hongxin Wei
- Published: 06 Jul 2025, Last Modified: 06 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Textual Prototypes Guided Balanced Visual Feature Learning For Long-Tailed Vision Recognition
TMLR Paper4427 Authors
- 09 Mar 2025 (modified: 06 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Text-to-Image Generation Via Energy-Based CLIP
Roy Ganz, Michael Elad
- Published: 21 Jul 2025, Last Modified: 21 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Black Box Causal Inference: Effect Estimation via Meta Prediction
TMLR Paper4424 Authors
- 07 Mar 2025 (modified: 01 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Dependency-aware Maximum Likelihood Estimation for Active Learning
TMLR Paper4423 Authors
- 07 Mar 2025 (modified: 19 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone