Papers
LISA: Learning Interpretable Skill Abstractions from Language
Divyansh Garg, Skanda Vaidyanath, Kuno Kim et al.
List-Decodable Sparse Mean Estimation
Shiwei Zeng, Jie Shen
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering
Ilias Diakonikolas, Daniel Kane, Sushrut Karmalkar et al.
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF
Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi et al.
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee et al.
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation
Geon-Hyeong Kim, Jongmin Lee, Youngsoo Jang et al.
Local Bayesian optimization via maximizing probability of descent
Quan Nguyen, Kaiwen Wu, Jacob Gardner et al.
Local-Global MCMC kernels: the best of both worlds
Sergey Samsonov, Evgeny Lagutin, Marylou Gabrié et al.
Local Identifiability of Deep ReLU Neural Networks: the Theory
Joachim Bona-Pellissier, François Malgouyres, Francois Bachoc
Local Latent Space Bayesian Optimization over Structured Inputs
Natalie Maus, Haydn Jones, Juston Moore et al.
Locally Hierarchical Auto-Regressive Modeling for Image Generation
Tackgeun You, Saehoon Kim, Chiheon Kim et al.
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions
Haanvid Lee, Jongmin Lee, Yunseon Choi et al.
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Mengwei Ren, Neel Dey, Martin Styner et al.
Locating and Editing Factual Associations in GPT
Kevin Meng, David Bau, Alex Andonian et al.
LOG: Active Model Adaptation for Label-Efficient OOD Generalization
Jie-Jing Shao, Lan-Zhe Guo, Xiao-wen Yang et al.
Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy
Jordan Awan, Jinshuo Dong
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators
Scott Lowe, Robert Earle, Jason d'Eon et al.
Logical Credal Networks
Radu Marinescu, Haifeng Qian, Alexander G. Gray et al.
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Xinyu Pi, Wanjun Zhong, Yan Gao et al.
Log-Linear-Time Gaussian Processes Using Binary Tree Kernels
Michael K. Cohen, Samuel Daulton, Michael A Osborne
Log-Polar Space Convolution Layers
Bing Su, Ji-Rong Wen
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning
Yuchong Sun, Hongwei Xue, Ruihua Song et al.
Long Range Graph Benchmark
Vijay Prakash Dwivedi, Ladislav Rampášek, Michael Galkin et al.
Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding
Eslam Bakr, Yasmeen Alsaedy, Mohamed Elhoseiny