TMLR Submissions

Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems
TMLR Paper4918 Authors
- 22 May 2025 (modified: 21 Jul 2025)
- Under review for TMLR
- Readers: Everyone
GeMS: Efficient Gaussian Splatting for Extreme Motion Blur
TMLR Paper4917 Authors
- 22 May 2025 (modified: 30 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Balancing Utility and Privacy: Dynamically Private SGD with Random Projection
TMLR Paper4915 Authors
- 22 May 2025 (modified: 27 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Improving Adversarial Training for Two-player Competitive Games via Episodic Reward Engineering
TMLR Paper4914 Authors
- 22 May 2025 (modified: 31 May 2025)
- Under review for TMLR
- Readers: Everyone
Robustness in Large Language Models: A Survey of Mitigation Strategies and Evaluation Metrics
TMLR Paper4912 Authors
- 22 May 2025 (modified: 10 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Two Is Better Than One: Aligned Representation Pairs for Anomaly Detection
TMLR Paper4911 Authors
- 22 May 2025 (modified: 21 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Bi-Mamba: Towards Accurate 1-Bit State Space Model
TMLR Paper4910 Authors
- 22 May 2025 (modified: 23 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Exploiting Space Folding by Neural Networks
TMLR Paper4908 Authors
- 22 May 2025 (modified: 01 Jul 2025)
- Withdrawn by Authors
- Readers: Everyone
Robust Invariant Representation Learning by Distribution Extrapolation
TMLR Paper4907 Authors
- 22 May 2025 (modified: 29 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Similarity-Distance-Magnitude Universal Verification
TMLR Paper4906 Authors
- 21 May 2025 (modified: 13 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning
TMLR Paper4905 Authors
- 21 May 2025 (modified: 02 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Efficient Class-Incremental Segmentation Learning via Expanding Visual Transformers
TMLR Paper4903 Authors
- 21 May 2025 (modified: 05 Jul 2025)
- Under review for TMLR
- Readers: Everyone
FedComLoc: Communication-Efficient Distributed Training of Sparse and Quantized Models
TMLR Paper4900 Authors
- 20 May 2025 (modified: 09 Jul 2025)
- Under review for TMLR
- Readers: Everyone
CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives
TMLR Paper4899 Authors
- 20 May 2025 (modified: 15 Jul 2025)
- Decision pending for TMLR
- Readers: Everyone
Spurious Privacy Leakage in Neural Networks
TMLR Paper4898 Authors
- 20 May 2025 (modified: 23 May 2025)
- Under review for TMLR
- Readers: Everyone
Iterative Improvements Based on Ground Truth: Building LLM Agents in the Era of Experience Inspired by Games AI
TMLR Paper4897 Authors
- 20 May 2025 (modified: 10 Jul 2025)
- Under review for TMLR
- Readers: Everyone
k-NN as a Simple and Effective Estimator of Transferability
TMLR Paper4896 Authors
- 20 May 2025 (modified: 24 Jul 2025)
- Under review for TMLR
- Readers: Everyone
TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture
TMLR Paper4895 Authors
- 20 May 2025 (modified: 23 May 2025)
- Under review for TMLR
- Readers: Everyone
RePrompt: Reflection-based Automatic Prompting for LLM Agents
TMLR Paper4892 Authors
- 19 May 2025 (modified: 30 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Amdahl’s Law for LLMs: A Throughput-Centric Analysis of Extreme LLM Quantization
TMLR Paper4891 Authors
- 19 May 2025 (modified: 28 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Efficient Uncertainty Estimation via Sensitivity-Guided Subnetwork Selection for Scalable Variational Inference
TMLR Paper4889 Authors
- 19 May 2025 (modified: 01 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Beyond Marginals: Learning Joint Spatio-Temporal Patterns for Multivariate Anomaly Detection
TMLR Paper4888 Authors
- 19 May 2025 (modified: 01 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Long-Term Fairness Without Utility Deterioration
TMLR Paper4887 Authors
- 19 May 2025 (modified: 15 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Learning Reward Machines from Partially Observed Policies
TMLR Paper4886 Authors
- 19 May 2025 (modified: 23 May 2025)
- Under review for TMLR
- Readers: Everyone
QC-BERT: A Quantum-Classical hybrid framework for Efficient Sentiment Analysis and Question Answering
TMLR Paper4885 Authors
- 18 May 2025 (modified: 02 Jun 2025)
- Withdrawn by Authors
- Readers: Everyone