TMLR Submissions

GPT Carry-On: Language Model Customization Made Scalable by Growing-In-Depth
TMLR Paper4821 Authors
- 10 May 2025 (modified: 24 May 2025)
- Under review for TMLR
- Readers: Everyone
Enhancing generalizability of deep networks via Fisher regularization
TMLR Paper4820 Authors
- 10 May 2025 (modified: 23 May 2025)
- Under review for TMLR
- Readers: Everyone
Unlearning Misalignment for Personalized LLM Adaptation via Instance-Response-Dependent Discrepancies
TMLR Paper4819 Authors
- 10 May 2025 (modified: 04 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Thompson Sampling For Bandits With Cool-Down Periods
TMLR Paper4818 Authors
- 10 May 2025 (modified: 17 May 2025)
- Under review for TMLR
- Readers: Everyone
FoMo-0D: A Foundation Model for Zero-shot Outlier Detection
TMLR Paper4817 Authors
- 10 May 2025 (modified: 20 May 2025)
- Under review for TMLR
- Readers: Everyone
Spatio-temporal Partial Sensing Forecast of Long-term Traffic
TMLR Paper4816 Authors
- 10 May 2025 (modified: 16 May 2025)
- Under review for TMLR
- Readers: Everyone
High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation
TMLR Paper4815 Authors
- 10 May 2025 (modified: 14 May 2025)
- Under review for TMLR
- Readers: Everyone
Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering
TMLR Paper4813 Authors
- 09 May 2025 (modified: 02 Jun 2025)
- Under review for TMLR
- Readers: Everyone
TP‑Blend: Textual‑Prompt Attention Pairing for Precise Object‑Style Blending in Diffusion Models
TMLR Paper4811 Authors
- 09 May 2025 (modified: 23 May 2025)
- Under review for TMLR
- Readers: Everyone
Single-positive Multi-label Learning with Label Cardinality
TMLR Paper4809 Authors
- 09 May 2025 (modified: 18 May 2025)
- Under review for TMLR
- Readers: Everyone
Solution Augmentation for ARC Problems Using GFlowNet: A Probabilistic Exploration Approach
TMLR Paper4808 Authors
- 09 May 2025 (modified: 18 May 2025)
- Under review for TMLR
- Readers: Everyone
In-context Learning for Mixture of Linear Regression: Existence, Generalization and Training Dynamics
TMLR Paper4807 Authors
- 09 May 2025 (modified: 11 May 2025)
- Under review for TMLR
- Readers: Everyone
Decoding-based Regression
TMLR Paper4806 Authors
- 09 May 2025 (modified: 19 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Nonstationary Latent Bandits
TMLR Paper4805 Authors
- 09 May 2025 (modified: 22 Jun 2025)
- Under review for TMLR
- Readers: Everyone
A Dynamical Clipping Approach with Task Feedback for Proximal Policy Optimization
TMLR Paper4803 Authors
- 08 May 2025 (modified: 24 May 2025)
- Under review for TMLR
- Readers: Everyone
Large-Scale Targeted Cause Discovery with Data-Driven Learning
TMLR Paper4802 Authors
- 08 May 2025 (modified: 16 May 2025)
- Under review for TMLR
- Readers: Everyone
Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation
TMLR Paper4800 Authors
- 07 May 2025 (modified: 11 May 2025)
- Under review for TMLR
- Readers: Everyone
ContextFormer: Stitching via Latent Expert Calibration
TMLR Paper4799 Authors
- 07 May 2025 (modified: 21 May 2025)
- Under review for TMLR
- Readers: Everyone
Heterogeneous Knowledge for Augmented Modular Reinforcement Learning
TMLR Paper4798 Authors
- 06 May 2025 (modified: 09 May 2025)
- Under review for TMLR
- Readers: Everyone
Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks
TMLR Paper4797 Authors
- 06 May 2025 (modified: 06 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Flow Models for Unbounded and Geometry-Aware Distributional Reinforcement Learning
TMLR Paper4795 Authors
- 06 May 2025 (modified: 18 Jun 2025)
- Under review for TMLR
- Readers: Everyone
One Model, Any Conjunctive Query: Graph Neural Networks for Answering Queries over Incomplete Knowledge Graphs
TMLR Paper4794 Authors
- 06 May 2025 (modified: 22 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Adversarial Bandits Against Arbitrary Strategies
TMLR Paper4793 Authors
- 06 May 2025 (modified: 21 Jun 2025)
- Under review for TMLR
- Readers: Everyone
StructDrop: A Structured Random Algorithm Towards Efficient Large-Scale Graph Training
TMLR Paper4791 Authors
- 05 May 2025 (modified: 13 May 2025)
- Under review for TMLR
- Readers: Everyone
Diversity-Enhanced and Classification-Aware Prompt Learning for Few-Shot Learning via Stable Diffusion
TMLR Paper4789 Authors
- 05 May 2025 (modified: 13 May 2025)
- Under review for TMLR
- Readers: Everyone