TMLR Submissions

Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions
TMLR Paper4415 Authors
- 06 Mar 2025 (modified: 06 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
UnSTAR: Unlearning with Self-Taught Anti-Sample Reasoning for LLMs
Yash Sinha, Murari Mandal, Mohan Kankanhalli
- Published: 25 Jun 2025, Last Modified: 25 Jun 2025
- Accepted by TMLR
- Readers: Everyone
On the Challenges and Opportunities in Generative AI
TMLR Paper4413 Authors
- 06 Mar 2025 (modified: 07 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Diverse Condensed Data Generation via Class Preserving Distribution Matching
TMLR Paper4411 Authors
- 06 Mar 2025 (modified: 27 May 2025)
- Under review for TMLR
- Readers: Everyone
TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks
TMLR Paper4409 Authors
- 05 Mar 2025 (modified: 03 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
A2Perf: Real-World Autonomous Agents Benchmark
TMLR Paper4408 Authors
- 05 Mar 2025 (modified: 22 May 2025)
- Rejected by TMLR
- Readers: Everyone
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Yueqian Lin, Qing Yu, Go Irie, Shafiq Joty, Yixuan Li, Hai Helen Li, Ziwei Liu, Toshihiko Yamasaki, Kiyoharu Aizawa
- Published: 18 Jun 2025, Last Modified: 18 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs
TMLR Paper4403 Authors
- 05 Mar 2025 (modified: 16 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
RNA-FrameFlow: Flow Matching for de novo 3D RNA Backbone Design
TMLR Paper4401 Authors
- 04 Mar 2025 (modified: 26 May 2025)
- Under review for TMLR
- Readers: Everyone
MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment
Ziyan Wang, Yali Du, Yudi Zhang, Meng Fang, Biwei Huang
- Published: 10 Jun 2025, Last Modified: 10 Jun 2025
- Accepted by TMLR
- Readers: Everyone
A Survey on Quantum Machine Learning: Basics, Current Trends, Challenges, Opportunities, and the Road Ahead
TMLR Paper4399 Authors
- 04 Mar 2025 (modified: 30 May 2025)
- Rejected by TMLR
- Readers: Everyone
Factor Learning Portfolio Optimization Informed by Continuous-Time Finance Models
TMLR Paper4398 Authors
- 04 Mar 2025 (modified: 13 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Generate to Discriminate: Expert Routing for Domain Incremental Learning
TMLR Paper4397 Authors
- 03 Mar 2025 (modified: 21 May 2025)
- Under review for TMLR
- Readers: Everyone
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges
TMLR Paper4396 Authors
- 03 Mar 2025 (modified: 20 May 2025)
- Under review for TMLR
- Readers: Everyone
Semantic Mapping in Indoor Embodied AI - A Survey on Advances, Challenges, and Future Directions
TMLR Paper4395 Authors
- 03 Mar 2025 (modified: 14 Jun 2025)
- Under review for TMLR
- Readers: Everyone
A Max-Min Approach to the Worst-Case Class Separation Problem
TMLR Paper4394 Authors
- 03 Mar 2025 (modified: 01 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Exploring the Limitations of Layer Synchronization in Spiking Neural Networks
TMLR Paper4393 Authors
- 03 Mar 2025 (modified: 20 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Personalized Federated Learning via Low-Rank Matrix Optimization
TMLR Paper4392 Authors
- 03 Mar 2025 (modified: 22 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Implicit 3D Reconstruction of Fine Details from Multi-View Images using Wavelet-based Geometric Prior
TMLR Paper4391 Authors
- 03 Mar 2025 (modified: 27 May 2025)
- Rejected by TMLR
- Readers: Everyone
Unsupervised Anomaly Detection through Mass Repulsing Optimal Transport
Eduardo Fernandes Montesuma, EL HABAZI Adel, Fred Maurice NGOLE MBOULA
- Published: 28 May 2025, Last Modified: 28 May 2025
- Accepted by TMLR
- Readers: Everyone
PCF Learned Sort: a Learning Augmented Sort Algorithm with $\mathcal{O}(n \log\log n)$ Expected Complexity
TMLR Paper4387 Authors
- 02 Mar 2025 (modified: 31 Mar 2025)
- Under review for TMLR
- Readers: Everyone
Out-of-Distribution Detection with Overlap Index
TMLR Paper4386 Authors
- 02 Mar 2025 (modified: 19 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Spaced Scheduling for Large Language Model Training
Amine El hattami, Nicolas Chapados, Christopher Pal
- Published: 09 Jun 2025, Last Modified: 09 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Modeling Human Beliefs about AI Behavior for Scalable Oversight
TMLR Paper4383 Authors
- 28 Feb 2025 (modified: 22 Jun 2025)
- Under review for TMLR
- Readers: Everyone
On the Reproducibility of Vision Transformers Need Registers
TMLR Paper4382 Authors
- 28 Feb 2025 (modified: 16 Jun 2025)
- Rejected by TMLR
- Readers: Everyone