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Technion - Israel Institute of Technology(以色列理工学院)

共收录 422
2408.01416 2025-10-01 cs.LG cs.AI

The Quest for the Right Mediator: Surveying Mechanistic Interpretability Through the Lens of Causal Mediation Analysis

Aaron Mueller, Jannik Brinkmann, Millicent Li, Samuel Marks, Koyena Pal, Nikhil Prakash, Can Rager, Aruna Sankaranarayanan, Arnab Sen Sharma, Jiuding Sun, Eric Todd, David Bau, Yonatan Belinkov

机构 * Boston University(波士顿大学) University of Mannheim(曼海姆大学) Northeastern University(东北大学) Anthropic(Anthropic公司) Massachusetts Institute of Technology(麻省理工学院) Stanford University(斯坦福大学) Technion – Israel Institute of Technology(技术学院–以色列理工学院)

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2410.09734 2025-09-30 cs.LG cs.AI

Gradient-Free Training of Quantized Neural Networks

Noa Cohen, Omkar Joglekar, Dotan Di Castro, Vladimir Tchuiev, Shir Kozlovsky, Michal Moshkovitz

机构 * Technion – Israel Institute of Technology(技术离子-以色列理工学院) Technical University of Munich(慕尼黑技术大学) Bosch Centre for Artificial Intelligence(博世人工智能中心)

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2509.22085 2025-09-29 cs.AI

Generalizing Multi-Objective Search via Objective-Aggregation Functions

Hadar Peer, Eyal Weiss, Ron Alterovitz, Oren Salzman

机构 * Technion, Israel Institute of Technology(技术学院,以色列理工学院) University of North Carolina at Chapel Hill(北卡罗来纳大学教堂山分校)

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2506.05530 2025-09-29 cs.LG

Spectral Graph Neural Networks are Incomplete on Graphs with a Simple Spectrum

Snir Hordan, Maya Bechler-Speicher, Gur Lifshitz, Nadav Dym

机构 * Snir Hordan Faculty of Mathematics Department of Applied Mathematics Technion - Israel Institute of Technology(技术学院-以色列理工学院数学系应用数学系) Maya Bechler-Speicher Meta(Meta公司) Gur Lifshitz Blavatnik School of Computer Science Tel-Aviv University(特拉维夫大学Blavatnik计算机科学学院) Nadav Dym Faculty of Mathematics Faculty of Computer Science Technion - Israel Institute of Technology(技术学院-以色列理工学院数学系计算机科学系)

Comments 10 pages main text

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2509.21153 2025-09-26 cs.CV cs.AI cs.MM

WAVECLIP: Wavelet Tokenization for Adaptive-Resolution CLIP

Moshe Kimhi, Erez Koifman, Ehud Rivlin, Eli Schwartz, Chaim Baskin

机构 * Technion -- Israel Institute of Technology(技术离子-以色列理工学院) IBM Research(IBM研究) Ben-Gurion University of the Negev(贝内-约尔大学)

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2412.18907 2025-09-26 cs.AI cs.CV cs.RO

EC-Diffuser: Multi-Object Manipulation via Entity-Centric Behavior Generation

Carl Qi, Dan Haramati, Tal Daniel, Aviv Tamar, Amy Zhang

机构 * UT Austin(得克萨斯大学) Technion, Israel Institute of Technology(技术学院,以色列技术学院) Brown University(布朗大学) Meta AI

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2410.07302 2025-09-26 cs.AI cs.CY cs.SI

Examining the Prevalence and Dynamics of AI-Generated Media in Art Subreddits

Hana Matatov, Marianne Aubin Le Quéré, Ofra Amir, Mor Naaman

机构 * Technion - Israel Institute of Technology(技术ion-以色列理工学院)

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2508.15454 2025-09-19 cs.LG cs.LO cs.PL

Mini-Batch Robustness Verification of Deep Neural Networks

Saar Tzour-Shaday, Dana Drachsler-Cohen

机构 * Technion(技术学院)

Comments 30 pages, 12 figures, conference OOPSLA 2025

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2509.12980 2025-09-17 cs.CV cs.LG

Improving Accuracy and Efficiency of Implicit Neural Representations: Making SIREN a WINNER

Hemanth Chandravamsi, Dhanush V. Shenoy, Steven H. Frankel

机构 * Faculty of Mechanical Engineering, Technion - Israel Institute of Technology(机械工程系,技术ion-以色列理工学院)

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2509.10216 2025-09-15 cs.NI cs.HC cs.LG

RFSeek and Ye Shall Find

Noga H. Rotman, Tiago Ferreira, Hila Peleg, Mark Silberstein, Alexandra Silva

机构 * Technion - Israel Institute of Technology(技术ion-以色列理工学院) University College London(伦敦大学学院) Cornell University(康奈尔大学)

Comments 7 pages

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2410.18889 2025-09-15 cs.CL

Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance

Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart

机构 * Technion - Institute of Technology(技术学院-理工学院) Google Research(谷歌研究)

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2509.06931 2025-09-09 cs.LG

Learning words in groups: fusion algebras, tensor ranks and grokking

Maor Shutman, Oren Louidor, Ran Tessler

机构 * Technion - Israel Institute of Technology(技术ion-以色列理工学院) Weizmann Institute(魏茨曼研究所)

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2509.05811 2025-09-09 cs.LG

Simple Optimizers for Convex Aligned Multi-Objective Optimization

Ben Kretzu, Karen Ullrich, Yonathan Efroni

机构 * Technion(技术学院) Meta AI

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2406.09325 2025-09-09 cs.CL

REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space

Tomer Ashuach, Martin Tutek, Yonatan Belinkov

机构 * Technion – Israel Institute of Technology(技术离子–以色列理工学院)

Comments ACL 2025 Findings, 24 pages, 4 figures

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2508.21001 2025-09-08 cs.LG cs.AI cs.RO

Train-Once Plan-Anywhere Kinodynamic Motion Planning via Diffusion Trees

Yaniv Hassidof, Tom Jurgenson, Kiril Solovey

机构 * Viterbi Faculty of Electrical and Computer Engineering(电气与计算机工程学院) Technion–Israel Institute of Technology(技术学院–以色列理工学院)

Comments Accepted to CoRL 2025, Project page: https://sites.google.com/view/ditree. v2: Abstract updated

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2509.04519 2025-09-08 cs.CL

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease

Zvi Badash, Hadas Ben-Atya, Naama Gavrielov, Liam Hazan, Gili Focht, Ruth Cytter-Kuint, Talar Hagopian, Dan Turner, Moti Freiman

机构 * Faculty of Data and Decision Sciences, Technion – Israel Institute of Technology(1 数据与决策科学学院,技术离子-以色列理工学院) Faculty of Biomedical Engineering, Technion – Israel Institute of Technology(2 生物医学工程学院,技术离子-以色列理工学院) Juliet Keidan Institute of Pediatric Gastroenterology, Hepatology and Nutrition, The Eisenberg R&D Authority, Shaare Zedek Medical Center, The Hebrew University School of Medicine(3 肝胆营养研究所,Eisenberg R&D机构,Shaare Zedek医疗中心,希伯来大学医学院) Pediatric Radiology Unit, Radiology Department, The Eisenberg R&D Authority, Shaare Zedek Medical Center, The Hebrew University of Jerusalem(4 儿童放射科单位,放射科部门,Eisenberg R&D机构,Shaare Zedek医疗中心,希伯来大学杰里科分校)

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2509.02271 2025-09-03 cs.LG cs.AI cs.MA

VariAntNet: Learning Decentralized Control of Multi-Agent Systems

Yigal Koifman, Erez Koifman, Eran Iceland, Ariel Barel, Alfred M. Bruckstein

机构 * Department of Computer Science, Technion Israel Institute of Technology(计算机科学系,技术学院以色列理工学院)

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2108.05569 2025-07-08 cs.DM cs.LG cs.LO math.CO math.LO

Agnostic Online Learning and Excellent Sets

Maryanthe Malliaris, Shay Moran

机构 * Department of Mathematics, University of Chicago(芝加哥大学数学系) Departments of Mathematics, Computer Science, and Data and Decision Sciences, Technion(技术学院数学系、计算机科学系和数据与决策科学系)

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2507.03146 2025-07-08 cs.LG

Set Valued Predictions For Robust Domain Generalization

Ron Tsibulsky, Daniel Nevo, Uri Shalit

机构 * Department of Computer Science, Tel Aviv University, Tel Aviv, Israel(特拉维夫大学计算机科学系) Department of Statistics and Operations Research, Tel Aviv University, Tel Aviv, Israel(特拉维夫大学统计与运筹学系) Department of Data and Decisions Science, Technion, Haifa, Israel(技术学院数据与决策科学系)

Comments ICML 2025

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2507.02991 2025-07-08 cs.LG physics.comp-ph

Physics Augmented Machine Learning Discovery of Composition-Dependent Constitutive Laws for 3D Printed Digital Materials

Steven Yang, Michal Levin, Govinda Anantha Padmanabha, Miriam Borshevsky, Ohad Cohen, D. Thomas Seidl, Reese E. Jones, Nikolaos Bouklas, Noy Cohen

机构 * Sibley School of Mechanical and Aerospace Engineering, Cornell University(科林斯大学机械与航空航天工程学院) Department of Materials Science and Engineering, Technion - Israel Institute of Technology(技术学院-以色列理工学院材料科学与工程系) Sandia National Laboratories(桑地亚国家实验室) Center for Applied Mathematics, Ithaca, NY 14850(应用数学中心) Pasteur Labs, Brooklyn, NY 11205(帕斯特实验室)

Comments 39 pages, 12 figures, journal article, submitted to Composites Part B: Engineering

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2212.05050 2025-07-04 math.LO cs.DM cs.LG cs.LO math.CO

The unstable formula theorem revisited via algorithms

Maryanthe Malliaris, Shay Moran

机构 * Department of Mathematics, University of Chicago(芝加哥大学数学系) Departments of Mathematics, Computer Science, and Data and Decision Sciences, Technion and Google Research(技术研究院数学系、计算机科学系和数据与决策科学系,谷歌研究院)

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2409.07215 2025-07-03 stat.ML cs.CR cs.LG

Is merging worth it? Securely evaluating the information gain for causal dataset acquisition

Jake Fawkes, Lucile Ter-Minassian, Desi Ivanova, Uri Shalit, Chris Holmes

机构 * University of Oxford(牛津大学) Technion - Israel Institute of Technology(技术ion-以色列理工学院)

Comments Published at AISTATS 2025

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2504.06820 2025-06-27 cs.LG

Regret Bounds for Robust Online Decision Making

Alexander Appel, Vanessa Kosoy

机构 * Computational Rational Agents Laboratory(计算理性代理实验室) Faculty of Mathematics, Technion - Israel Institute of Technology(数学学院,技术学院-以色列理工学院)

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2506.20261 2025-06-26 cs.IT cs.LG math.IT

Exploration-Exploitation Tradeoff in Universal Lossy Compression

Nir Weinberger, Ram Zamir

机构 * Viterbi Faculty of Electrical and Computer Engineering, Technion – Israel Institute of Technology(维特比电气工程与计算机科学学院,技术学院–以色列理工学院) Department of Electrical Engineering-Systems, Tel Aviv University(电气工程-系统系,特拉维夫大学)

Comments An extended version of ISIT 2025 paper

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2506.14322 2025-06-18 cs.CV cs.LG

FRIDU: Functional Map Refinement with Guided Image Diffusion

Avigail Cohen Rimon, Mirela Ben-Chen, Or Litany

机构 * Technion - Israel Institute of Technology(技术学院-以色列理工学院)

Comments Accepted to SGP 2025 (Symposium on Geometry Processing)

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2505.13432 2025-06-17 cs.LG stat.ML

Synthetic-Powered Predictive Inference

Meshi Bashari, Roy Maor Lotan, Yonghoon Lee, Edgar Dobriban, Yaniv Romano

机构 * Department of Electrical and Computer Engineering, Technion IIT, Israel(技术学院电气与计算机工程系) Department of Statistics and Data Science, The Wharton School, University of Pennsylvania, USA(宾夕法尼亚大学沃顿商学院统计与数据科学系) Department of Computer Science, Technion IIT, Israel(技术学院计算机科学系)

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2502.17507 2025-06-17 cs.LG cs.AI

C2-DPO: Constrained Controlled Direct Preference Optimization

Kavosh Asadi, Julien Han, Idan Pipano, Xingzi Xu, Dominique Perrault-Joncas, Shoham Sabach, Karim Bouyarmane, Mohammad Ghavamzadeh

机构 * Amazon(亚马逊公司) Technion(技术学院) Duke(杜克大学)

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2502.04807 2025-06-17 stat.ML cs.LG stat.ME

Robust Conformal Outlier Detection under Contaminated Reference Data

Meshi Bashari, Matteo Sesia, Yaniv Romano

机构 * Department of Electrical and Computer Engineering, Technion IIT, Haifa, Israel(技术学院电子与计算机工程系) Department of Computer Science, Technion IIT, Haifa, Israel(技术学院计算机科学系) Department of Data Sciences and Operations, University of Southern California, Los Angeles, California, USA(南加州大学数据科学与运营系) Department of Computer Science, University of Southern California, Los Angeles, California, USA(南加州大学计算机科学系)

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2502.03919 2025-06-17 math.OC cs.LG

Blackwell's Approachability with Approximation Algorithms

Dan Garber, Mhna Massalha

机构 * Technion - Israel Institute of Technology(技术学院-以色列理工学院)

Comments Accepted to the international conference on Computational Learning Theory (COLT), 2025

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2506.10112 2025-06-13 cs.LG

NnD: Diffusion-based Generation of Physically-Nonnegative Objects

Nadav Torem, Tamar Sde-Chen, Yoav Y. Schechner

机构 * Viterbi Faculty of Electrical and Computer Engineering, Technion-Israel Institute of Technology(电气与计算机工程学院,技术学院-以色列理工学院)

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