TMLR Submissions

Cognitive Architectures for Language Agents
Theodore Sumers, Shunyu Yao, Karthik Narasimhan, Thomas Griffiths
- Published: 22 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation
TMLR Paper1617 Authors
- 27 Sept 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces
Zhou Fan, Xinran Han, Zi Wang
- Published: 02 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Distillation Policy Optimization
TMLR Paper1615 Authors
- 26 Sept 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Extending Path-Dependent NJ-ODEs to Noisy Observations and a Dependent Observation Framework
William Andersson, Jakob Heiss, Florian Krach, Josef Teichmann
- Published: 31 Jan 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
I-ASIDE: Towards the Global Interpretability of Image Model Robustness through the Lens of Axiomatic Spectral Importance Decomposition
TMLR Paper1613 Authors
- 26 Sept 2023 (modified: 05 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation
Yuecong Xu, Jianfei Yang, Haozhi Cao, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen
- Published: 26 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline
Simar Kareer, Vivek Vijaykumar, Harsh Maheshwari, Judy Hoffman, Prithvijit Chattopadhyay, Viraj Uday Prabhu
- Published: 31 Jan 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
DyG2Vec: Efficient Representation Learning for Dynamic Graphs
Mohammad Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
- Published: 08 Jan 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach
Baturay Saglam, Doğan Can Çiçek, Furkan Burak Mutlu, Suleyman Kozat
- Published: 13 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Gradient Descent Temporal Difference-difference Learning
TMLR Paper1606 Authors
- 25 Sept 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Image Reconstruction via Deep Image Prior Subspaces
Riccardo Barbano, Javier Antoran, Johannes Leuschner, José Miguel Hernández-Lobato, Bangti Jin, Zeljko Kereta
- Published: 18 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Towards Optimization-Friendly Binary Neural Network
Nianhui Guo, Joseph Bethge, Hong Guo, Christoph Meinel, Haojin Yang
- Published: 20 Dec 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Neural Task Synthesis for Visual Programming
Victor-Alexandru Pădurean, Georgios Tzannetos, Adish Singla
- Published: 16 Jan 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Equivariant MuZero
Andreea Deac, Theophane Weber, George Papamakarios
- Published: 19 Dec 2023, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Optimization with Access to Auxiliary Information
El Mahdi Chayti, Sai Praneeth Karimireddy
- Published: 03 Apr 2024, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery
Shaozhe Hao, Kai Han, Kwan-Yee K. Wong
- Published: 21 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Treating Adversarial and Natural Noise Equally: Building a Robust Network for Unified Resilience
TMLR Paper1597 Authors
- 19 Sept 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
ModuLoRA: Finetuning 2-Bit LLMs on Consumer GPUs by Integrating with Modular Quantizers
Junjie Yin, Jiahao Dong, Yingheng Wang, Christopher De Sa, Volodymyr Kuleshov
- Published: 27 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Generalizing Neural Additive Models via Statistical Multimodal Analysis
Young Kyung Kim, Juan Matias Di Martino, Guillermo Sapiro
- Published: 01 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Layer-diverse Negative Sampling for Graph Neural Networks
Wei Duan, Jie Lu, Yu Guang Wang, Junyu Xuan
- Published: 12 Mar 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
PNeRV: A Polynomial Neural Representation for Videos
Sonam Gupta, Snehal Singh Tomar, Grigorios Chrysos, Sukhendu Das, Rajagopalan N Ambasamduram
- Published: 21 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Learning By Self-Explaining
TMLR Paper1591 Authors
- 17 Sept 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets
Pulkit Gopalani, Samyak Jha, Anirbit Mukherjee
- Published: 25 Feb 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
Context-Aware Estimation of Attribution Robustness In Text
TMLR Paper1588 Authors
- 16 Sept 2023 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone