TMLR Published Papers
@tmlr-pub.bsky.social
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TMLR Homepage:
https://jmlr.org/tmlr/
TMLR Infinite Conference:
https://tmlr.infinite-conf.org/
New
#TMLR-Paper-with-Video
: On the Role of Discrete Representation in Sparse Mixture of Experts Giang Do, Kha Pham, Hung Le, Truyen Tran
https://tmlr.infinite-conf.org/paper_pages/GTWKmojpI7
#quantization
#sparse
#representations
about 1 hour ago
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VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents Rui Meng, Ziyan Jiang, Ye Liu et al. Action editor: C.V. Jawahar
https://openreview.net/forum?id=TpU38jbKIJ
#embeddings
#embedding
#multimodal
about 2 hours ago
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New
#TMLR-Paper-with-Video
: Node-Level Data Valuation on Graphs Simone Antonelli, Aleksandar Bojchevski
https://tmlr.infinite-conf.org/paper_pages/tNyApIqDSJ
#supervised
#nodes
#graphs
about 5 hours ago
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LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks Dominik J. MĂŒhlematter, Michelle Halbheer, Alexander Becker et al. Action editor: Lee Zamparo
https://openreview.net/forum?id=yhXXmOMpSQ
#ensemble
#attention
#ensembling
about 6 hours ago
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New
#TMLR-Paper-with-Video
: Do Think Tags Really Help LLMs Plan? A Critical Evaluation of ReAct-Style Prompting Siddhant Bhambri, Mudit Verma, Subbarao Kambhampati
https://tmlr.infinite-conf.org/paper_pages/aFAMPSmNHR
#reasoning
#prompting
#prompts
about 9 hours ago
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DiffKGW: Stealthy and Robust Diffusion Model Watermarking Tianxin Wei, Ruizhong Qiu, Yifan Chen et al. Action editor: Ju Sun
https://openreview.net/forum?id=OXi9vcIOgD
#watermarking
#watermark
#watermarks
about 10 hours ago
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New
#TMLR-Paper-with-Video
: Taxonomy, Opportunities, and Challenges of Representation Engineering for Large Language Models Jan Wehner, Sahar Abdelnabi, Daniel Tan, David Krueger, Mario Fritz
https://tmlr.infinite-conf.org/paper_pages/2U1KIfmaU9
#representation
#representations
about 13 hours ago
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New
#Featured Certification
: Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips Ido Galil, Moshe Kimhi, Ran El-Yaniv
https://openreview.net/forum?id=kN1s53X3zl
#imagenet
#flips
#flipping
about 13 hours ago
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Graph Coarsening using Game Theoretic Approach Sonali Raj, Manoj Kumar, Sumit Kumar, Ruchir Gupta, Amit Kumar Jaiswal Action editor: Moshe Eliasof
https://openreview.net/forum?id=5vLBjQJCln
#coarsening
#graph
#coarsened
about 14 hours ago
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New
#TMLR-Paper-with-Video
: NeoBERT: A Next Generation BERT Lola Le Breton, Quentin Fournier, John Xavier Morris, Mariam El Mezouar, Sarath Chandar
https://tmlr.infinite-conf.org/paper_pages/TJRyDi7mwH
#bert
#encoder
#encoders
about 17 hours ago
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MiniGPT-Med: A Unified Vision-Language Model for Radiology Image Understanding Asma Alkhaldi, Raneem Alnajim, Layan Alabdullatef et al. Action editor: Jan-Willem van de Meent
https://openreview.net/forum?id=NenHFEg1Di
#radiology
#med
#medical
about 18 hours ago
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New
#TMLR-Paper-with-Video
: SR-Reward: Taking The Path More Traveled Seyed Mahdi B. Azad, Zahra Padar, Gabriel Kalweit, Joschka Boedecker
https://tmlr.infinite-conf.org/paper_pages/bzk1sV1svm
#reinforcement
#reward
#rewards
about 21 hours ago
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Augmenting Molecular Graphs with Geometries via Machine Learning Interatomic Potentials Cong Fu, Yuchao Lin, Zachary Krueger et al. Action editor: Ole Winther
https://openreview.net/forum?id=JwxhHTISJL
#molecular
#molecules
#geometries
about 22 hours ago
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New
#TMLR-Paper-with-Video
: Exploring and Improving Initialization for Deep Graph Neural Networks: A Signal Propagation Perspect... Senmiao Wang, Yupeng Chen, Yushun Zhang, Ruoyu Sun, Tian Ding
https://tmlr.infinite-conf.org/paper_pages/6Aj0aNXfRy
#networks
#deepen
#gcns
1 day ago
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From Feature Visualization to Visual Circuits: Effect of Model Perturbation geraldin nanfack, Michael Eickenberg, Eugene Belilovsky Action editor: Satoshi Hara
https://openreview.net/forum?id=x6ZwuyTy65
#adversarial
#visual
#visualizing
1 day ago
0
1
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New
#TMLR-Paper-with-Video
: LLM-Guided Self-Supervised Tabular Learning With Task-Specific Pre-text Tasks Sungwon Han, Seungeon Lee, Meeyoung Cha, Sercan O Arik, Jinsung Yoon
https://tmlr.infinite-conf.org/paper_pages/jXcx2oAIbw
#supervised
#tasks
#text
1 day ago
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GenAI vs. Human Creators: Procurement Mechanism Design in Two-/Three-Layer Markets Rui Ai, David Simchi-Levi, Haifeng Xu Action editor: Hongyang R. Zhang
https://openreview.net/forum?id=Eukf4TBHS7
#procurement
#incentives
#creators
1 day ago
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New
#TMLR-Paper-with-Video
: Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via ... Naoki Yoshida, Shogo Nakakita, Masaaki Imaizumi
https://tmlr.infinite-conf.org/paper_pages/RPtKkNx9ZK
#sgd
#stochastic
#learning
1 day ago
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GraphMERT: Efficient and Scalable Distillation of Reliable Knowledge Graphs from Unstructured Data Margarita Belova, Jiaxin Xiao, Shikhar Tuli, Niraj Jha Action editor: Junchi Yan
https://openreview.net/forum?id=tnXSdDhvqc
#graphmert
#neurosymbolic
#semantic
1 day ago
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New
#TMLR-Paper-with-Video
: Metamorphic Forward Adaptation Network: Dynamically Adaptive and Modular Multi-layer Learning Yu Sun, Vijja Wichitwechkarn, Ronald Clark, Mirko Kovac, Basaran Bahadir Kocer
https://tmlr.infinite-conf.org/paper_pages/6RCs2tLsHq
#metamorphic
#adaptive
1 day ago
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Sociodynamics of Reinforcement Learning Yann Bouteiller, Karthik Soma, Giovanni Beltrame Action editor: Marlos C. Machado
https://openreview.net/forum?id=Ro6Ylnx8se
#reinforcement
#games
#agents
1 day ago
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New
#TMLR-Paper-with-Video
: Illustrated Landmark Graphs for Long-horizon Policy Learning Christopher Watson, Arjun Krishna, Rajeev Alur, Dinesh Jayaraman
https://tmlr.infinite-conf.org/paper_pages/0AOUWC4ss8
#reinforcement
#planning
#maze
1 day ago
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Through the Judge's Eyes: Inferred Thinking Traces Improve Reliability of LLM Raters Xingjian Zhang, Tianhong Gao, Suliang Jin, Tianhao Wang, Teng Ye, Eytan Adar, Qiaozhu Mei Action editor: Ilia Sucholutsky
https://openreview.net/forum?id=1jLQ629Yps
#annotations
#annotation
#judgments
1 day ago
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New
#TMLR-Paper-with-Video
: Mind the truncation gap: challenges of learning on dynamic graphs with recurrent architectures JoĂŁo Bravo, Jacopo Bono, Hugo Ferreira, Pedro Saleiro, Pedro Bizarro
https://tmlr.infinite-conf.org/paper_pages/QezxDgd5hf
#networks
#backpropagation
#neural
2 days ago
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The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning Wenqian Ye, Luyang Jiang, Eric Xie et al. Action editor: Yu Yao
https://openreview.net/forum?id=kIuqPmS1b1
#generative
#ai
#generalization
2 days ago
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New
#TMLR-Paper-with-Video
: GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Repres... Md Ferdous Alam, Faez Ahmed
https://tmlr.infinite-conf.org/paper_pages/e817c1wEZ6
#cad
#meshes
#generative
2 days ago
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Reproducibility Study: Understanding multi-agent LLM cooperation in the GovSim framework Alessio Silverio, Carmen Michaela Chezan, Mathijs van Sprang, Tom Cappendijk, Martin Smit Action editor: Yaodong Yang
https://openreview.net/forum?id=ON8EMrNwww
#agent
#govsim
#agents
2 days ago
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New
#TMLR-Paper-with-Video
: TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis Sabera J Talukder, Yisong Yue, Georgia Gkioxari
https://tmlr.infinite-conf.org/paper_pages/QlTLkH6xRC
#tokenizing
#tokenization
#embeddings
2 days ago
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A Multilevel Low-Rank Newton Method with Super-linear Convergence Rate and its Application to Non... Nick Tsipinakis, Panagiotis Tigas, Panos Parpas Action editor: Stephen Becker
https://openreview.net/forum?id=PKakPzVVja
#optimization
#convex
#randomization
2 days ago
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New
#TMLR-Paper-with-Video
: Interactive Task Planning with Language Models Boyi Li, Philipp Wu, Pieter Abbeel, Jitendra Malik
https://tmlr.infinite-conf.org/paper_pages/VmfWywWuYQ
#planning
#interactive
#robot
2 days ago
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From Preferences to Prejudice: The Role of Alignment Tuning in Shaping Social Bias in Video Diffu... Zefan Cai, Haoyi Qiu, Haozhe Zhao et al. Action editor: Yonatan Bisk
https://openreview.net/forum?id=C0yxuS6jty
#bias
#biases
#videobiaseval
2 days ago
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New
#TMLR-Paper-with-Video
: MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection Kemal Oksuz, Selim Kuzucu, Tom Joy, Puneet K. Dokania
https://tmlr.infinite-conf.org/paper_pages/fJEsas1z8J
#detectors
#detection
#detector
3 days ago
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Semi-Supervised Cross-Domain Imitation Learning Li-Min Chu, Kai-Siang Ma, Ming-Hong Chen, Ping-Chun Hsieh Action editor: Arnob Ghosh
https://openreview.net/forum?id=WARXnbJawZ
#imitation
#supervised
#knowledge
3 days ago
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New
#TMLR-Paper-with-Video
: Explaining Node Embeddings Zohair Shafi, Ayan Chatterjee, Tina Eliassi-Rad
https://tmlr.infinite-conf.org/paper_pages/QQZ8uPxFb3
#embeddings
#embedding
#nodes
3 days ago
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Exploring Perceptual Limitations of Multimodal LLMs on Small Visual Objects Jiarui Zhang, Jinyi Hu, Mahyar Khayatkhoei, Filip Ilievski, Maosong Sun Action editor: Changyou Chen
https://openreview.net/forum?id=D8MjYW8m35
#multimodal
#distractors
#visual
3 days ago
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New
#TMLR-Paper-with-Video
: Identifying and Clustering Counter Relationships of Team Compositions in PvP Games for Efficient Bal... Chiu-Chou Lin, Yu-Wei Shih, Kuei-Ting Kuo et al.
https://tmlr.infinite-conf.org/paper_pages/2D36otXvBE
#games
#players
#gameplay
3 days ago
0
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Probabilistic Pretraining for Improved Neural Regression Boris N. Oreshkin, Shiv Kumar Tavker, Dmitry Efimov Action editor: Andres Masegosa
https://openreview.net/forum?id=F6BTATGXaf
#datasets
#tabpfn
#regression
3 days ago
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New
#TMLR-Paper-with-Video
: PLUM: Improving Inference Efficiency By Leveraging Repetition-Sparsity Trade-Off Sachit Kuhar, Yash Jain, Alexey Tumanov
https://tmlr.infinite-conf.org/paper_pages/IEKtMMSblm
#quantization
#imagenet
#neural
3 days ago
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CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning Yexin Li Action editor: Marcello Restelli
https://openreview.net/forum?id=54MOD02xC2
#exploration
#bandit
#reinforcement
3 days ago
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New
#TMLR-Paper-with-Video
: Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building Jaedong Hwang, Zhang-Wei Hong, Eric R Chen, Akhilan Boopathy, Pulkit Agrawal, Ila R Fiete
https://tmlr.infinite-conf.org/paper_pages/cT8oOJ6Q6F
#maps
#exploration
#map
3 days ago
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CodePDE: An Inference Framework for LLM-driven PDE Solver Generation Shanda Li, Tanya Marwah, Junhong Shen et al. Action editor: Yi Zhou
https://openreview.net/forum?id=eG3Qy5Oux6
#solvers
#solver
#codepde
3 days ago
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Watermarking Degrades Alignment in Language Models: Analysis and Mitigation Apurv Verma, Hai Phan, Shubhendu Trivedi Action editor: Zhouxing Shi
https://openreview.net/forum?id=w2ATKQcfWx
#watermarking
#watermark
#watermarked
3 days ago
0
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From Link Prediction to Forecasting: Addressing Challenges in Batch-based Temporal Graph Learning Moritz Lampert, Christopher Blöcker, Ingo Scholtes Action editor: Xiaofeng Cao
https://openreview.net/forum?id=iZPAykLE3l
#forecasting
#prediction
#batches
4 days ago
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New
#J2C Certification
: In-context Learning in Presence of Spurious Correlations Hrayr Harutyunyan, Rafayel Darbinyan, Samvel Karapetyan, Hrant Khachatrian
https://openreview.net/forum?id=C9CSaTR1iA
#learners
#learn
#training
4 days ago
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Towards Scalable Language-Image Pre-training for 3D Medical Imaging Chenhui Zhao, Yiwei Lyu, Asadur Zaman Chowdury et al. Action editor: Nicolas THOME
https://openreview.net/forum?id=WxHf4EcBWA
#imaging
#scans
#attention
4 days ago
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TABASCO: A Fast, Simplified Model for Molecular Generation with Improved Physical Quality Carlos Vonessen, Charles Harris, Miruna Cretu, Pietro Lio Action editor: Miguel Bautista
https://openreview.net/forum?id=Kg6CSrbXl4
#molecule
#models
#molecular
4 days ago
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Fuzzy PyTorch: Rapid Numerical Variability Evaluation for Deep Learning Models Inés Gonzalez Pepe, Hiba Akhaddar, Tristan Glatard, Yohan Chatelain Action editor: Jasper Snoek
https://openreview.net/forum?id=0ogq232VGP
#pytorch
#numerical
#rounding
4 days ago
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A Multi-Fidelity Control Variate Approach for Policy Gradient Estimation Xinjie Liu, Cyrus Neary, Kushagra Gupta et al. Action editor: Adam White
https://openreview.net/forum?id=zAo0L7Dcqt
#reinforcement
#reinforce
#trained
4 days ago
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Proc-to-Spec: A Functorial Map of Network Processes Shanfeng Hu Action editor: Mauricio A Ălvarez
https://openreview.net/forum?id=pT84Ii6igG
#spectral
#spectrum
#invariants
4 days ago
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Topological Inductive Bias fosters Multiple Instance Learning in Data-Scarce Scenarios Salome Kazeminia, Carsten Marr, Bastian Rieck Action editor: AdĂn RamĂrez Rivera
https://openreview.net/forum?id=1hZy9ZjjCc
#supervised
#classification
#classifiers
5 days ago
0
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