TMLR Published Papers
@tmlr-pub.bsky.social
📤 541
📥 1
📝 1508
TMLR Homepage:
https://jmlr.org/tmlr/
TMLR Infinite Conference:
https://tmlr.infinite-conf.org/
New
#J2C Certification
: Encoder-only Next Token Prediction Ethan Ewer, Daewon Chae, Thomas Zeng, Jinkyu Kim, Kangwook Lee
https://openreview.net/forum?id=CGHi289y8e
#encoder
#decoder
#token
about 1 hour ago
0
0
0
Efficient Knowledge Injection in LLMs via Self-Distillation Kalle Kujanpää, Pekka Marttinen, Harri Valpola, Alexander Ilin Action editor: Alessandro Sordoni
https://openreview.net/forum?id=drYpdSnRJk
#distillation
#retrieval
#instruction
about 1 hour ago
0
1
0
New
#J2C Certification
: Efficient and Unbiased Sampling from Boltzmann Distributions via Variance-Tuned Diffusion Models Fengzhe Zhang, Laurence Illing Midgley, José Miguel Hernández-Lobato
https://openreview.net/forum?id=Jq2dcMCS5R
#boltzmann
#diffusion
#sampling
about 5 hours ago
0
0
0
ASkDAgger: Active Skill-level Data Aggregation for Interactive Imitation Learning Jelle Luijkx, Zlatan Ajanović, Laura Ferranti, Jens Kober Action editor: Tim Genewein
https://openreview.net/forum?id=987Az9f8fT
#novice
#interactive
#askdagger
about 5 hours ago
0
0
0
New
#J2C Certification
: Expert Routing with Synthetic Data for Domain Incremental Learning Yewon Byun, Sanket Vaibhav Mehta, Saurabh Garg et al.
https://openreview.net/forum?id=QdQVfdXnsG
#lifelong
#classifier
#ensemble
about 9 hours ago
0
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0
L2G: Repurposing Language Models for Genomics Tasks Wenduo Cheng, Junhong Shen, Mikhail Khodak, Jian Ma, Ameet Talwalkar Action editor: Ole Winther
https://openreview.net/forum?id=5NM4guc90N
#genomics
#genomic
#transcription
about 9 hours ago
0
0
0
New
#Reproducibility Certification
: Kernel Space Conditional Distribution Alignment for Improving Group Fairness in Deepfake Detection Sayantan Das, Mojtaba Kolahdouzi, Ali Etemad
https://openreview.net/forum?id=68Lv6v4N9J
#deepfake
#fairness
#faceforensics
about 13 hours ago
0
0
0
Discovering group dynamics in coordinated time series via hierarchical recurrent switching-state ... Michael Wojnowicz, Kaitlin Gili, Preetish Rath et al. Action editor: Yingzhen Li
https://openreview.net/forum?id=LHchZthcOf
#recurrent
#hierarchical
#markov
about 13 hours ago
0
0
0
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation Vaibhav Seth, Ayan Sengupta, Arinjay Pathak et al. Action editor: Guillaume Rabusseau
https://openreview.net/forum?id=2HFmicB8kh
#tuning
#tuned
#rank
about 14 hours ago
0
0
0
New
#Expert Certification
: Tracking the Median of Gradients with a Stochastic Proximal Point Method Fabian Schaipp, Guillaume Garrigos, Umut Simsekli, Robert M. Gower
https://openreview.net/forum?id=WMxLEgYGxu
#gradient
#gradients
#sgd
about 14 hours ago
0
0
0
New
#Survey Certification
,
#Expert Certification
: Getting aligned on representational alignment Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller et al.
https://openreview.net/forum?id=Hiq7lUh4Yn
#representations
#similarity
#representational
about 21 hours ago
0
0
0
Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance Liya Guo, Zun Wang, Chang Liu, Junzhe Li, Pipi Hu, Yi Zhu, Tao Qin Action editor: Emmanuel Bengio
https://openreview.net/forum?id=tTdzbnvTno
#molecular
#boltzmann
#molecules
about 21 hours ago
0
0
0
New
#J2C Certification
: A Case for Library-Level $k$-Means Binning in Histogram Gradient-Boosted Trees Asher Labovich
https://openreview.net/forum?id=UaTrLLspJa
#binning
#quantile
#bins
1 day ago
0
0
0
Understanding In-Context Learning of Linear Models in Transformers Through an Adversarial Lens Usman Anwar, Johannes von Oswald, Louis Kirsch, David Krueger, Spencer Frei Action editor: Alberto Bietti
https://openreview.net/forum?id=CtMXJxO7SJ
#adversarial
#transformers
#transformer
1 day ago
0
0
0
New
#J2C Certification
: Generalized Smooth Stochastic Variational Inequalities: Almost Sure Convergence and Convergence ... Daniil Vankov, Angelia Nedich, Lalitha Sankar
https://openreview.net/forum?id=EjqSpbUBWU
#extragradient
#variational
#stochastic
1 day ago
0
0
0
Set-Based Training for Neural Network Verification Lukas Koller, Tobias Ladner, Matthias Althoff Action editor: Kuldeep S. Meel
https://openreview.net/forum?id=n0lzHrAWIA
#adversarial
#robustness
#robust
1 day ago
0
0
0
New
#J2C Certification
: AB-UPT: Scaling Neural CFD Surrogates for High- Fidelity Automotive Aerodynamics Simulations via ... Benedikt Alkin, Maurits Bleeker, Richard Kurle et al.
https://openreview.net/forum?id=nwQ8nitlTZ
#aerodynamics
#meshing
#cfd
1 day ago
0
0
0
Don’t Judge Before You CLIP: A Unified Approach for Perceptual Tasks Amit Zalcher, navve wasserman, Roman Beliy, Oliver Heinimann, michal Irani Action editor: C.V. Jawahar
https://openreview.net/forum?id=uvQTYi6kbu
#clip
#captions
#recognition
1 day ago
0
0
0
New
#J2C Certification
: Temporal Test-Time Adaptation with State-Space Models Mona Schirmer, Dan Zhang, Eric Nalisnick
https://openreview.net/forum?id=HFETOmUtrV
#adapting
#adaptation
#classification
1 day ago
0
0
0
Node Duplication Improves Cold-start Link Prediction Zhichun Guo, Tong Zhao, Yozen Liu et al. Action editor: Olgica Milenkovic
https://openreview.net/forum?id=hIOTzz87N9
#nodedup
#nodes
#node
1 day ago
0
1
0
New
#J2C Certification
: Multi-model Online Conformal Prediction with Graph-Structured Feedback Erfan Hajihashemi, Yanning Shen
https://openreview.net/forum?id=9u8ugbismg
#prediction
#models
#model
1 day ago
0
0
0
Probabilities of Chat LLMs Are Miscalibrated but Still Predict Correctness on Multiple-Choice Q&A Benjamin Plaut, Khanh Xuan Nguyen, Tu Trinh Action editor: Kamalika Chaudhuri
https://openreview.net/forum?id=E6LOh5vz5x
#softmax
#accuracy
#language
1 day ago
0
0
0
New
#J2C Certification
: MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning Yupeng Chen, Senmiao Wang, Yushun Zhang et al.
https://openreview.net/forum?id=T1qXIDn9my
#forgetting
#optimizer
#forget
2 days ago
0
0
0
Formulating Node Labelling as Node Classification or Link Prediction in Different Graph Represent... Tobias Möller, Borun Shi Action editor: Moshe Eliasof
https://openreview.net/forum?id=lK7tjysj0s
#nodes
#graphs
#node
2 days ago
0
1
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New
#J2C Certification
: RouteFinder: Towards Foundation Models for Vehicle Routing Problems Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda et al.
https://openreview.net/forum?id=QzGLoaOPiY
#routefinder
#routing
#vrps
2 days ago
0
0
0
Sortability of Time Series Data Christopher Lohse, Jonas Wahl Action editor: Adam Arany
https://openreview.net/forum?id=OGvmCpcHdV
#sortability
#causality
#causal
2 days ago
0
0
0
New
#J2C Certification
: Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Gen... Or Tal, Felix Kreuk, Yossi Adi
https://openreview.net/forum?id=xXc5DeaBYw
#music
#compositions
#musical
2 days ago
0
0
0
Associative memory inspires improvements for in-context learning using a novel attention residual... Thomas F Burns, Tomoki Fukai, Christopher Earls Action editor: Surbhi Goel
https://openreview.net/forum?id=lcTFm4LIRR
#attention
#memory
#context
2 days ago
0
0
0
New
#J2C Certification
: Discrete Audio Tokens: More Than a Survey! Pooneh Mousavi, Gallil Maimon, Adel Moumen et al.
https://openreview.net/forum?id=eqNchtvc6v
#tokenizers
#tokenizer
#tokenization
2 days ago
0
0
0
Shared Imagination: LLMs Hallucinate Alike Yilun Zhou, Caiming Xiong, Silvio Savarese, Chien-Sheng Wu Action editor: Gunhee Kim
https://openreview.net/forum?id=NUXpBMtDYs
#imagination
#hallucination
#creativity
2 days ago
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0
New
#J2C Certification
: Adversarial Robustness of Graph Transformers Philipp Foth, Lukas Gosch, Simon Geisler, Leo Schwinn, Stephan GĂĽnnemann
https://openreview.net/forum?id=4xK0vjxTWL
#adversarial
#attacks
#vulnerability
3 days ago
0
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Approximation, Estimation and Optimization Errors for a Deep Neural Network Gerrit Welper, Benjamin Keene Action editor: Martha White
https://openreview.net/forum?id=dzND5haNvA
#gradient
#deep
#supervised
3 days ago
0
0
0
New
#J2C Certification
: Fast and Cost-effective Speculative Edge-Cloud Decoding with Early Exits Yeshwanth Venkatesha, Souvik Kundu, Priyadarshini Panda
https://openreview.net/forum?id=PTIUjARnbc
#cloud
#edge
#smartphones
3 days ago
0
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SuFP: Piecewise Bit Allocation Floating-Point for Robust Neural Network Quantization Geonwoo Ko, Sungyeob Yoo, Seri Ham, Seeyeon Kim, Minkyu Kim, Joo-Young Kim Action editor: Min Wu
https://openreview.net/forum?id=7M1adi1nfX
#quantization
#precision
#memory
3 days ago
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New
#J2C Certification
: Chimera: State Space Models Beyond Sequences Aakash Lahoti, Tanya Marwah, Ratish Puduppully, Albert Gu
https://openreview.net/forum?id=yv0TUssepk
#embeddings
#imagenet
#attention
3 days ago
0
1
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Disentangled and Self-Explainable Node Representation Learning Simone Piaggesi, André Panisson, Megha Khosla Action editor: Min Wu
https://openreview.net/forum?id=s51TQ8Eg1e
#embeddings
#embedding
#interpretability
3 days ago
0
1
0
New
#J2C Certification
: Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Conte... Jingcheng Niu, Subhabrata Dutta, Ahmed Elshabrawy, Harish Tayyar Madabushi, Iryna Gurevych
https://openreview.net/forum?id=10QqO1tM1H
#memorization
#memorizing
3 days ago
0
0
0
LLaVA-Video: Video Instruction Tuning With Synthetic Data Yuanhan Zhang, Jinming Wu, Wei Li, Bo Li, Zejun MA, Ziwei Liu, Chunyuan Li Action editor: Boqing Gong
https://openreview.net/forum?id=EElFGvt39K
#multimodal
#captioning
#benchmarks
3 days ago
0
1
0
New
#J2C Certification
: Reasoning Under 1 Billion: Memory-Augmented Reinforcement Learning for Large Language Models Hung Le, Van Dai Do, Dung Nguyen, Svetha Venkatesh
https://openreview.net/forum?id=tmdwuU2uKs
#reinforcement
#memory
#rewards
3 days ago
0
0
0
Keep your distance: learning dispersed embeddings on $\mathbb{S}_{m}$ Evgeniia Tokarchuk, Hua Chang Bakker, Vlad Niculae Action editor: Rémi Flamary
https://openreview.net/forum?id=5JIQE6HcTd
#embeddings
#hypersphere
#distances
3 days ago
0
2
0
New
#J2C Certification
: Model Tensor Planning An Thai Le, Khai Nguyen, Minh Nhat VU, Joao Carvalho, Jan Peters
https://openreview.net/forum?id=fk1ZZdXCE3
#planning
#tensor
#sampling
3 days ago
0
0
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Scaling and Distilling Transformer Models for sEMG Nick Mehlman, Jean-Christophe Gagnon-Audet, Michael Shvartsman et al. Action editor: David RĂĽgamer
https://openreview.net/forum?id=hFPWThwUiZ
#electromyography
#models
#training
3 days ago
0
0
0
New
#J2C Certification
: ReFeR: Improving Evaluation and Reasoning through Hierarchy of Models Yaswanth Narsupalli, Abhranil Chandra, Sreevatsa Muppirala, Manish Gupta, Pawan Goyal
https://openreview.net/forum?id=otSHFe8wTf
#generative
#evaluators
#evaluation
4 days ago
0
0
0
A Max-Min Approach to the Worst-Case Class Separation Problem Mohammad Mahdi Omati, Prabhu babu, Petre Stoica, Arash Amini Action editor: Ehsan Amid
https://openreview.net/forum?id=EEmwBd4tfZ
#discriminative
#maximization
#maximizing
4 days ago
0
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0
New
#J2C Certification
: FraGNNet: A Deep Probabilistic Model for Tandem Mass Spectrum Prediction Adamo Young, Fei Wang, David Wishart, BO WANG, Russell Greiner, Hannes Rost
https://openreview.net/forum?id=UsqeHx9Mbx
#spectrometry
#molecule
#spectra
4 days ago
0
0
0
Solving Quadratic Programs via Deep Unrolled Douglas-Rachford Splitting Jinxin Xiong, Xi Gao, Linxin Yang, Jiang Xue, Xiaodong Luo, Akang Wang Action editor: Kejun Huang
https://openreview.net/forum?id=xOfOgPnbtF
#optimize
#splitting
#benchmarks
4 days ago
0
0
0
New
#J2C Certification
: HDCS: Hierarchy Discovery and Critic Shaping for Reinforcement Learning with Automaton Specification Duo XU, Faramarz Fekri
https://openreview.net/forum?id=BGoRme2MfG
#reinforcement
#reward
#automaton
4 days ago
0
0
0
Generalizable Spectral Embedding with an Application to UMAP Nir Ben-Ari, Amitai Yacobi, Uri Shaham Action editor: Søren Hauberg
https://openreview.net/forum?id=8cuQwztCKk
#spectralnet
#spectral
#embedding
4 days ago
0
0
0
New
#J2C Certification
: G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving Naoki Murata, Chieh-Hsin Lai, Yuhta Takida et al.
https://openreview.net/forum?id=fj23qnVifX
#diffusion
#generative
#variational
4 days ago
0
0
0
Importance Weighting for Aligning Language Models under Deployment Distribution Shift Thanawat Lodkaew, Tongtong Fang, Takashi Ishida, Masashi Sugiyama Action editor: Huazheng Wang
https://openreview.net/forum?id=C7QWN4AXvp
#shifts
#shift
#alignment
4 days ago
0
0
0
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