Sökresultat - "Computer Science: Machine Learning"

Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias

Hu, Yuanzhe, Goel, Kinshuk, Killiakov, Vlad, Yang, Yaoqing

Movie Facts and Fibs (MF$^2$): A Benchmark for Long Movie Understanding

Zaranis, Emmanouil, Farinhas, António, Santos, Saul, Canaverde, Beatriz, Ramos, Miguel Moura, Surikuchi, Aditya K, Viveiros, André, Liao, Baohao, Bueno-Benito, Elena, Sivakumaran, Nithin, Vasylenko, Pavlo, Yu, Shoubin, Sannigrahi, Sonal, Mohammed, Wafaa, Peters, Ben, Villegas, Danae Sánchez, Stengel-Eskin, Elias, Attanasio, Giuseppe, Yoon, Jaehong, Frank, Stella, Suglia, Alessandro, Zerva, Chrysoula, Elliott, Desmond, Dimiccoli, Mariella, Bansal, Mohit, Lanz, Oswald, Bernardi, Raffaella, Fernández, Raquel, Pezzelle, Sandro, Niculae, Vlad, Martins, André F. T.

Cartridges: Lightweight and general-purpose long context representations via self-study

Eyuboglu, Sabri, Ehrlich, Ryan, Arora, Simran, Guha, Neel, Zinsley, Dylan, Liu, Emily, Tennien, Will, Rudra, Atri, Zou, James, Mirhoseini, Azalia, Re, Christopher

Distillation Robustifies Unlearning

Lee, Bruce W., Foote, Addie, Infanger, Alex, Shor, Leni, Kamath, Harish, Goldman-Wetzler, Jacob, Woodworth, Bryce, Cloud, Alex, Turner, Alexander Matt

PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time

Zhang, Weizhi, Zhang, Xinyang, Zhang, Chenwei, Yang, Liangwei, Shang, Jingbo, Wei, Zhepei, Zou, Henry Peng, Huang, Zijie, Wang, Zhengyang, Gao, Yifan, Pan, Xiaoman, Xiong, Lian, Liu, Jingguo, Yu, Philip S., Li, Xian

Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens

Jeong, Jihwan, Wang, Xiaoyu, Wang, Jingmin, Sanner, Scott, Poupart, Pascal

Lagrangian-based Equilibrium Propagation: generalisation to arbitrary boundary conditions & equivalence with Hamiltonian Echo Learning

Pourcel, Guillaume, Basu, Debabrota, Ernoult, Maxence, Gilra, Aditya

fairmetrics: An R package for group fairness evaluation

Smith, Benjamin, Gao, Jianhui, Gronsbell, Jessica

Neural Responses to Affective Sentences Reveal Signatures of Depression

Kommineni, Aditya, Jeong, Woojae, Avramidis, Kleanthis, McDaniel, Colin, Hughes, Myzelle, McGee, Thomas, Kaiser, Elsi, Lerman, Kristina, Blank, Idan A., Byrd, Dani, Habibi, Assal, Cahn, B. Rael, Kadiri, Sudarsana, Medani, Takfarinas, Leahy, Richard M., Narayanan, Shrikanth

Towards an Explainable Comparison and Alignment of Feature Embeddings

Jalali, Mohammad, Nia, Bahar Dibaei, Farnia, Farzan

BiAssemble: Learning Collaborative Affordance for Bimanual Geometric Assembly

Shen, Yan, Wu, Ruihai, Ke, Yubin, Song, Xinyuan, Li, Zeyi, Li, Xiaoqi, Fan, Hongwei, Lu, Haoran, dong, Hao

Corrector Sampling in Language Models

Gat, Itai, Shaul, Neta, Singer, Uriel, Lipman, Yaron

Model-Driven Graph Contrastive Learning

Azizpour, Ali, Zilberstein, Nicolas, Segarra, Santiago

How to craft a deep reinforcement learning policy for wind farm flow control

Kadoche, Elie, Bianchi, Pascal, Carton, Florence, Ciblat, Philippe, Ernst, Damien

Transformative or Conservative? Conservation laws for ResNets and Transformers

Marcotte, Sibylle, Gribonval, Rémi, Peyré, Gabriel

MLOps with Microservices: A Case Study on the Maritime Domain

Ferreira, Renato Cordeiro, Trapmann, Rowanne, Heuvel, Willem-Jan van den

ICU-TSB: A Benchmark for Temporal Patient Representation Learning for Unsupervised Stratification into Patient Cohorts

Proios, Dimitrios, Bornet, Alban, Yazdani, Anthony, Rodrigues Jr, Jose F, Teodoro, Douglas

Physics-Informed Neural Networks for Control of Single-Phase Flow Systems Governed by Partial Differential Equations

Miyatake, Luis Kin, Camponogara, Eduardo, Antonelo, Eric Aislan, Pavlov, Alexey

A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization

Ustaomeroglu, Muhammed, Qu, Guannan

Antithetic Noise in Diffusion Models

Jia, Jing, Liu, Sifan, Song, Bowen, Yuan, Wei, Shen, Liyue, Wang, Guanyang