TMLR Published Papers
@tmlr-pub.bsky.social
📤 614
📥 1
📝 3161
TMLR Homepage:
https://jmlr.org/tmlr/
TMLR Infinite Conference:
https://tmlr.infinite-conf.org/
LiSeCo: Linear Semantic Control for Language Generation Emily Cheng, Carmen Amo Alonso Action editor: Bo Han
https://openreview.net/forum?id=a3o2pzZuvE
#semantic
#semantics
#embedding
about 4 hours ago
0
0
0
ARROW: Augmented Replay for RObust World models Abdulaziz Alyahya, Abdallah Al Siyabi, Markus R. Ernst et al. Action editor: Michele Caprio
https://openreview.net/forum?id=3FK2tFwNwK
#forgetting
#replays
#memory
about 8 hours ago
0
0
0
Dynamic Neural Graph Encoding of Inference Processes in Deep Weight Space Di Wu, Huan Liu, Zhixiang Chi, YUANHAO YU, Konstantinos N. Plataniotis, Yang Wang Action editor: Lechao Xiao
https://openreview.net/forum?id=4fweEyVYLF
#encoder
#representations
#deep
about 12 hours ago
0
0
0
New
#Featured Certification
,
#J2C Certification
: Achieving Adaptivity and Optimality for Multi-armed Bandits using Exponential-Kullback Leibler Ma... Hao Qin, Kwang-Sung Jun, Chicheng Zhang
https://openreview.net/forum?id=IuVkRmecVp
#bandits
#optimality
#sampling
about 16 hours ago
0
0
0
Efficient Block Bi-clustering by Alternating Semidefinite Programming Relaxation Yuxin Ma, Weiguo Gao, Xiang ZHOU Action editor: Patrick Flaherty
https://openreview.net/forum?id=xPA4Xg0IvL
#clustering
#semidefinite
#optimizing
about 16 hours ago
0
0
0
Persistent homology for time series: a selective review Alexandre Bois, Hugo Henneuse, Brian Tervil, Laurent Oudre Action editor: Serguei Barannikov
https://openreview.net/forum?id=tztKO9jzBR
#homology
#persistent
#data
about 20 hours ago
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0
0
Encoding Without Influence: Dissociating Demographic Representation from Causal Effect in Large L... Aarushi Sharma, Phong Le Action editor: Shangtong Zhang
https://openreview.net/forum?id=TQbXHsI3Lm
#demographics
#demographic
#autoencoder
about 24 hours ago
0
0
0
Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping Linzh Zhao, Aki Rehn, Mikko A. Heikkilä, Razane Tajeddine, Antti Honkela Action editor: Marco Mondelli
https://openreview.net/forum?id=UlzcKSHVoN
#privacy
#clipping
#private
1 day ago
0
0
0
New
#Survey Certification
: A Survey on Efficient Protein Language Models Shouren Wang, Debargha Ganguly, Vinooth Rao Kulkarni et al.
https://openreview.net/forum?id=PTReuOwsXz
#protein
#memory
#embedding
1 day ago
0
0
0
Video Generation Models: A Survey of Post-Training and Alignment Chaoyu Li, Xiaoyi Gu, Yogesh Kulkarni et al. Action editor: Sungwoong Kim
https://openreview.net/forum?id=YlUEWLESIu
#clips
#video
#generative
1 day ago
0
0
0
Querying Kernel Methods Suffices for Reconstructing their Training Data Daniel Barzilai, Yuval Margalit, Eitan Gronich, Gilad Yehudai, Meirav Galun, Ronen Basri Action editor: Joonas Jälkö
https://openreview.net/forum?id=qikuoG0Th2
#privacy
#kernel
#memorization
1 day ago
0
0
0
Diffusion-based Cumulative Adversarial Purification for Vision Language Models Jia Fu, Yongtao Wu, Yihang Chen et al. Action editor: Jakub Tomczak
https://openreview.net/forum?id=kpuV3mzwqw
#adversarial
#vision
#robust
1 day ago
0
2
0
A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data Kaituo Zhang, Mingzhi Hu, Hoang Anh Duy Le et al. Action editor: Yu Meng
https://openreview.net/forum?id=f2gS9Ly6tA
#evaluations
#evaluation
#models
2 days ago
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0
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs Raman Dutt, Pedro Sanchez, Yongcheng Yao et al. Action editor: Chang Xu
https://openreview.net/forum?id=wrKmzYQACp
#generative
#benchmark
#privacy
2 days ago
0
0
0
Amnesia: A Stealthy Replay Attack on Continual Learning Dreams Ahmed Sharshar, K Naveen Kumar, Mohsen Guizani Action editor: Eleni Triantafillou
https://openreview.net/forum?id=QSTg7z06GH
#replay
#forgetting
#amnesia
2 days ago
0
0
0
CAPTAIN: Conformal-Prediction-Based Multi-Source Time-Series Forecasting Shuaicheng Zhang, Tuo Wang, Adithya Kulkarni et al. Action editor: Taylor Killian
https://openreview.net/forum?id=WJjlXHo4yS
#forecasting
#copulas
#prediction
2 days ago
0
0
0
Visual-TCAV: Concept-based Attribution and Saliency Maps for Post-hoc Explainability in Image Cla... Antonio De Santis, Riccardo Campi, Matteo Bianchi, Marco Brambilla Action editor: Fernando Perez-Cruz
https://openreview.net/forum?id=SLh00W5rhu
#saliency
#cnns
#explanations
2 days ago
0
0
0
New
#Survey Certification
: Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions Sarthak Kumar Maharana, Shambhavi Mishra, Yunbei Zhang et al.
https://openreview.net/forum?id=mM3r03Xw1V
#forgetting
#adaptation
#adapting
3 days ago
0
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0
Mitigating Embedding Leakage via Latent Disruption with Controlled Reconstruction Zhiyuan Wu, Changkyu Choi, Shujian Yu, Robert Jenssen, Ali Ramezani-Kebrya Action editor: Feng Liu
https://openreview.net/forum?id=nZWBrxJyrS
#embeddings
#embedding
#encoders
3 days ago
0
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0
RPWithPrior: Label Differential Privacy in Regression Haixia Liu, Ruifan Huang Action editor: Antti Koskela
https://openreview.net/forum?id=FiUe0OCMaj
#privacy
#randomized
#classification
3 days ago
0
0
0
New
#J2C Certification
: MatchEx: Model-Level GNN Explanations with Multi-Granular Insights Sayan Saha, Sanghamitra Bandyopadhyay
https://openreview.net/forum?id=YMETLG2WvM
#motifs
#motif
#explanations
3 days ago
0
0
0
It depends: Incorporating correlations for joint aleatoric and epistemic uncertainties of high-di... Leonhard F. Feiner, Manuel Nickel, Martin J. Menten et al. Action editor: Jes Frellsen
https://openreview.net/forum?id=zw5EuUnBny
#robust
#robustness
#uncertainty
3 days ago
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0
0
Learning Fine-grained Parameter Sharing via Sparse Tensor Decomposition Cem Üyük, Mike Lasby, Mohamed Yassin, Utku Evci, Yani Ioannou Action editor: Yoshitomo Matsubara
https://openreview.net/forum?id=vbS7Z8Zswe
#transformer
#sparse
#tensor
3 days ago
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Rectified Flows for Fast Multiscale Fluid Flow Modeling Victor Armegioiu, Yannick Ramic, Siddhartha Mishra Action editor: Markus Lange-Hegermann
https://openreview.net/forum?id=2tMD6YXgkp
#flow
#flows
#diffusion
3 days ago
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Adaptive and Stratified Subsampling for High-Dimensional Robust Estimation Prateek Mittal, Joohi Chauhan Action editor: Xiaojie Mao
https://openreview.net/forum?id=R8y19hU9Ab
#subsampling
#estimation
#estimators
3 days ago
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0
Learning Materials Interatomic Potentials via Hybrid Invariant-Equivariant Architectures Keqiang Yan, Montgomery Bohde, Andrii Kryvenko et al. Action editor: Chang Liu
https://openreview.net/forum?id=fq3nrVqNmL
#potentials
#models
#nvariant
4 days ago
0
0
0
Disjoint Generation of Synthetic Data Anton Danholt Lautrup, Muhammad Rajabinasab, Tobias Hyrup et al. Action editor: Stefan Feuerriegel
https://openreview.net/forum?id=LSzXkAWBKI
#privacy
#datasets
#dataset
4 days ago
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LLM-Guided Search for Deletion-Correcting Codes Franziska Weindel, Reinhard Heckel Action editor: Zhengzhang Chen
https://openreview.net/forum?id=qZ69Ozpo6v
#funsearch
#deletions
#constructions
4 days ago
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Index2Sort: Sorting Algorithm Using Static Index Structure Atsuki Sato, Yusuke Matsui Action editor: Jeff Phillips
https://openreview.net/forum?id=YUmVxjMhpm
#index2sort
#sorting
#complexity
4 days ago
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1
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Twin: Tuning Learning Rate and Weight Decay of Deep Homogeneous Classifiers without Validation Lorenzo Brigato, Stavroula Mougiakakou Action editor: Ikko Yamane
https://openreview.net/forum?id=1SIP2M2HJa
#classifiers
#twin
#deep
4 days ago
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0
1
Robust Recourse via Kernel Distributionally Robust Optimization and Bayesian Posterior Predictive... Sita bissu, Navnit Kumar Yadav, APARNA MEHRA, Sandeep Kumar Action editor: Samuel Vaiter
https://openreview.net/forum?id=LmEDkCTY0X
#robustness
#robust
#uncertainties
4 days ago
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0
0
BitLogic: A Framework for Gradient-Based LUT-Native Neural Networks Simon Jonas Bührer, Andreas Plesner, Till Aczel, Roger Wattenhofer Action editor: Robert Legenstein
https://openreview.net/forum?id=ZbsSZAfDod
#logicnets
#fpga
#bitlogic
5 days ago
0
1
0
Insights From a Data- and Space-Agnostic Approach to Zero-Cost Proxies Timotée Ly-Manson, Mathieu Léonardon, Abdeldjalil AISSA EL BEY Action editor: Mathieu Salzmann
https://openreview.net/forum?id=sVWJczov4Q
#benchmarking
#benchmarks
#search
5 days ago
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Transforming Language Models into Program Interpreters via Execution Trace Chain of Thought Koshi Eguchi, Kazusato Oko, Kenshin Yamauchi, Makoto Shing, Takuya Akiba Action editor: Varun Kanade
https://openreview.net/forum?id=pOg7iub4Pz
#interpreters
#interpreter
#execution
5 days ago
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LARP: Learner-Agnostic Robust Data Prefiltering Kristian Minchev, Dimitar Iliev Dimitrov, Nikola Konstantinov Action editor: Ozan Sener
https://openreview.net/forum?id=gI6VOV3jfO
#prefiltering
#learners
#learner
5 days ago
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RSQ: Learning from Important Tokens Leads to Better Quantized LLMs Yi-Lin Sung, Prateek Yadav, Jialu Li, Jaehong Yoon, Mohit Bansal Action editor: Gustavo Carneiro
https://openreview.net/forum?id=kBezrKXHVS
#attention
#quantization
#quantize
5 days ago
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ReciNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction Jianan Nie, Peiyao Xiao, Kaiyi Ji, Peng Gao Action editor: Stanislaw Jastrzebski
https://openreview.net/forum?id=ODlxgod5e3
#crystals
#crystal
#lattice
5 days ago
0
0
0
Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adapt... Chandler Timm Cagmat Doloriel, Yunbei Zhang, Yeonguk Yu et al. Action editor: Stephen Lin
https://openreview.net/forum?id=pBI64qNXHp
#adaptation
#masking
#masked
6 days ago
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0
0
Provably Efficient Off-Policy Adversarial Imitation Learning with Convergence Guarantees Yilei Chen, Vittorio Giammarino, James Queeney, Ioannis Paschalidis Action editor: Bo Dai
https://openreview.net/forum?id=OahvMeRgKP
#imitation
#adversarial
#sampling
6 days ago
0
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0
When Glass Disappears at Night: A Novel NIR-RGB Multimodal Solution Tao Yan, Yiwei Lu, Ke Xu, Hao Chen, Hui Li, Xiaojun Chang, Xiaojun Wu, Rynson W. H. Lau Action editor: Yuheng Jia
https://openreview.net/forum?id=hdh3vHsakv
#nighttime
#reflectance
#rgb
6 days ago
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Implicit geometric regularization in flow matching via density weighted Stein operators Shinto Eguchi Action editor: Geoff Pleiss
https://openreview.net/forum?id=LBlkVBDRdu
#regularization
#flows
#flow
6 days ago
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When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answ... Mahdi Astaraki, Mohammad Arshi Saloot, Ali Shiraee Kasmaee et al. Action editor: Zhangyang Wang
https://openreview.net/forum?id=pa5TnBdyDP
#retrieval
#iterative
#knowledge
6 days ago
0
0
0
Scalable Ensemble Federated Learning with Enhanced Open-Set Recognition Mustafa Siddiqui, Muhammad Tahir Action editor: Eugene Belilovsky
https://openreview.net/forum?id=QnnCYOfuUI
#ensemble
#averaging
#consensus
6 days ago
0
0
1
Random Character-Level Perturbations Amplify LLM Jailbreak Attacks Shuyi Yu, Zhe Cao, Kohei Tsuji et al. Action editor: Hanwang Zhang
https://openreview.net/forum?id=BXsOIppKEI
#tokenization
#jailbreak
#adversarially
7 days ago
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MSTN: A Lightweight and Fast Model for General Time-Series Analysis Sumit S Shevtekar, Chandresh Kumar Maurya Action editor: Markus Lange-Hegermann
https://openreview.net/forum?id=je2N2nnDry
#recurrent
#temporal
#attention
7 days ago
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0
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Uncovering Language Model Processing Strategies with Non-Negative Per-Example Fisher Factorization Michael S Matena, Colin Raffel Action editor: Mengnan Du
https://openreview.net/forum?id=UjeDVujI8q
#learns
#factorization
#autoencoders
7 days ago
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Let Me Explain, Again: Multiplicity in Local Sufficient Explanations Ryan Pilgrim, Beepul Bharti, Kyle Poe, Rene Vidal, Jeremias Sulam Action editor: Dennis Wei
https://openreview.net/forum?id=d6FMg4hozX
#explanations
#classification
#feature
7 days ago
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Towards Preventing Global Knowledge Forgetting in Federated Learning with Non-IID Data Abhijit Chunduru, Majid Morafah, Mahdi Morafah, Vishnu Pandi Chellapandi, Ang Li Action editor: Gintare Dziugaite
https://openreview.net/forum?id=lhTWPh3Tjm
#forgetting
#federated
#ensemble
7 days ago
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Discovering Meaningful Units with Visually Grounded Semantics from Image Captions Melika Behjati, James Henderson Action editor: Martha Lewis
https://openreview.net/forum?id=kndKGnE0tb
#captions
#visually
#caption
7 days ago
0
0
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Trip-to-Gaussian: A Versatile Framework for Unconditional 3D Generation Youngwoo Jeon, Inhyeok Choi, Jaehyeok Shim, Sangjune Park, Kyungdon Joo Action editor: Peilin Zhao
https://openreview.net/forum?id=9uL23Jcjvj
#3d
#vision3d
#3dgs
8 days ago
0
0
0
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