TMLR Submissions

Reducing Variance in Meta-Learning via Laplace Approximation for Regression Tasks
Alfredo Reichlin, Gustaf Tegnér, Miguel Vasco, Hang Yin, Mårten Björkman, Danica Kragic
- Published: 04 Oct 2024, Last Modified: 04 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Improved Variational Bayesian Phylogenetic Inference using Mixtures
TMLR Paper2840 Authors
- 10 Jun 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval
Ramnath Kumar, Anshul Mittal, Nilesh Gupta, Aditya Kusupati, Inderjit S Dhillon, Prateek Jain
- Published: 29 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Real Tropical Geometry of Neural Networks for Binary Classification
Marie-Charlotte Brandenburg, Georg Loho, Guido Montufar
- Published: 18 Sept 2024, Last Modified: 18 Sept 2024
- Accepted by TMLR
- Readers: Everyone
LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis
Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund, Kai Xu, Faez Ahmed
- Published: 04 Oct 2024, Last Modified: 04 Oct 2024
- Accepted by TMLR
- Readers: Everyone
An Attentive Approach for Building Partial Reasoning Agents from Pixels
Safa Alver, Doina Precup
- Published: 17 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
ProFeAT: Projected Feature Adversarial Training for Self-Supervised Learning of Robust Representations
Sravanti Addepalli, Priyam Dey, Venkatesh Babu Radhakrishnan
- Published: 14 Oct 2024, Last Modified: 14 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Adapt then Unlearn: Exploring Parameter Space Semantics for Unlearning in Generative Adversarial Networks
Piyush Tiwary, Atri Guha, Subhodip Panda, Prathosh AP
- Published: 19 Feb 2025, Last Modified: 19 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Support-Set Context Matters for Bongard Problems
Nikhil Raghuraman, Adam W Harley, Leonidas Guibas
- Published: 10 Oct 2024, Last Modified: 10 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Biased Dueling Bandits with Stochastic Delayed Feedback
Bongsoo Yi, Yue Kang, Yao Li
- Published: 26 Aug 2024, Last Modified: 12 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Concept-Driven Continual Learning
Sin-Han Yang, Tuomas Oikarinen, Tsui-Wei Weng
- Published: 10 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
A Bag of Tricks for Few-Shot Class-Incremental Learning
Shuvendu Roy, Chunjong Park, Aldi Fahrezi, Ali Etemad
- Published: 06 Sept 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
On the effects of similarity metrics in decentralized deep learning under distribution shift
Edvin Listo Zec, Tom Hagander, Eric Ihre-Thomason, Sarunas Girdzijauskas
- Published: 31 Jan 2025, Last Modified: 31 Jan 2025
- Accepted by TMLR
- Readers: Everyone
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning
TMLR Paper2827 Authors
- 07 Jun 2024 (modified: 22 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Benchmarking General-Purpose In-Context Learning
TMLR Paper2826 Authors
- 07 Jun 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
IM-Context: In-Context Learning for Imbalanced Regression Tasks
Ismail Nejjar, Faez Ahmed, Olga Fink
- Published: 06 Nov 2024, Last Modified: 06 Nov 2024
- Accepted by TMLR
- Readers: Everyone
GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision
Aditya Hemant Shahane, Prathosh AP, Sandeep Kumar
- Published: 07 Apr 2025, Last Modified: 07 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Efficient Deep Learning with Decorrelated Backpropagation
TMLR Paper2821 Authors
- 07 Jun 2024 (modified: 25 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
TacoGFN: Target-conditioned GFlowNet for Structure-based Drug Design
Tony Shen, Seonghwan Seo, Grayson Lee, Mohit Pandey, Jason R Smith, Artem Cherkasov, Woo Youn Kim, Martin Ester
- Published: 03 Sept 2024, Last Modified: 29 Nov 2024
- Accepted by TMLR
- Readers: Everyone
RLHF Workflow: From Reward Modeling to Online RLHF
Hanze Dong, Wei Xiong, Bo Pang, Haoxiang Wang, Han Zhao, Yingbo Zhou, Nan Jiang, Doyen Sahoo, Caiming Xiong, Tong Zhang
- Published: 21 Sept 2024, Last Modified: 21 Sept 2024
- Accepted by TMLR
- Readers: Everyone
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text
Han Yu, Peikun Guo, Akane Sano
- Published: 15 Oct 2024, Last Modified: 15 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Evaluating MEDIRL: A Replication and Ablation Study of Maximum Entropy Deep Inverse Reinforcement Learning for Human Social Navigation
TMLR Paper2817 Authors
- 06 Jun 2024 (modified: 06 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Amortizing Bayesian Posterior Inference in Tractable Likelihood Models
TMLR Paper2815 Authors
- 06 Jun 2024 (modified: 21 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
TSCMamba: Mamba Meets Multi-View Learning for Time Series Classification
TMLR Paper2814 Authors
- 06 Jun 2024 (modified: 18 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Semantic Alignment for Prompt-Tuning in Vision Language Models
Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
- Published: 22 Jan 2025, Last Modified: 22 Jan 2025
- Accepted by TMLR
- Readers: Everyone