| 351 |
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model
Yinghao Xu, Hao Tan, ... (+9 more)
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cs.CV
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2 years ago |
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Point Cloud GAN
Chun-Liang Li, Manzil Zaheer, ... (+3 more)
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cs.LG
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7 years ago |
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Planning with Large Language Models for Code Generation
Shun Zhang, Zhenfang Chen, ... (+4 more)
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cs.LG
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3 years ago |
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Near-Optimal Representation Learning for Hierarchical Reinforcement Learning
Ofir Nachum, Shixiang Gu, ... (+2 more)
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cs.AI
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226 |
7 years ago |
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Structured Neural Summarization
Patrick Fernandes, Miltiadis Allamanis, Marc Brockschmidt
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cs.LG
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226 |
7 years ago |
| 356 |
Loss-aware Binarization of Deep Networks
Lu Hou, Quanming Yao, James T. Kwok
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cs.NE
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224 |
9 years ago |
| 357 |
Learning Features of Music from Scratch
John Thickstun, Zaid Harchaoui, Sham Kakade
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stat.ML
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224 |
9 years ago |
| 358 |
Highway and Residual Networks learn Unrolled Iterative Estimation
Klaus Greff, Rupesh K. Srivastava, Jürgen Schmidhuber
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cs.NE
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9 years ago |
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Hyper-SAGNN: a self-attention based graph neural network for hypergraphs
Ruochi Zhang, Yuesong Zou, Jian Ma
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cs.LG
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223 |
6 years ago |
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Multiplicative LSTM for sequence modelling
Ben Krause, Liang Lu, ... (+2 more)
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cs.NE
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221 |
9 years ago |
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Metric Learning with Adaptive Density Discrimination
Oren Rippel, Manohar Paluri, ... (+2 more)
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stat.ML
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10 years ago |
| 362 |
On the regularization of Wasserstein GANs
Henning Petzka, Asja Fischer, Denis Lukovnicov
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stat.ML
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220 |
8 years ago |
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The Singular Values of Convolutional Layers
Hanie Sedghi, Vineet Gupta, Philip M. Long
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cs.LG
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220 |
8 years ago |
| 364 |
Meta-Learning with Warped Gradient Descent
Sebastian Flennerhag, Andrei A. Rusu, ... (+4 more)
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cs.LG
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6 years ago |
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Recurrent Environment Simulators
Silvia Chiappa, Sébastien Racaniere, ... (+2 more)
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cs.AI
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219 |
9 years ago |
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Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step
William Fedus, Mihaela Rosca, ... (+4 more)
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stat.ML
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8 years ago |
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ProMP: Proximal Meta-Policy Search
Jonas Rothfuss, Dennis Lee, ... (+3 more)
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cs.LG
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218 |
7 years ago |
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RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
Meng Qu, Junkun Chen, ... (+3 more)
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cs.AI
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218 |
5 years ago |
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Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs
W. James Murdoch, Peter J. Liu, Bin Yu
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cs.CL
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217 |
8 years ago |
| 370 |
Learning to Count Objects in Natural Images for Visual Question Answering
Yan Zhang, Jonathon Hare, Adam Prügel-Bennett
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cs.CV
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217 |
8 years ago |
| 371 |
SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum
Jianyu Wang, Vinayak Tantia, ... (+2 more)
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cs.LG
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217 |
6 years ago |
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Predicting the Generalization Gap in Deep Networks with Margin Distributions
Yiding Jiang, Dilip Krishnan, ... (+2 more)
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stat.ML
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215 |
7 years ago |
| 373 |
Language Modeling Is Compression
Grégoire Delétang, Anian Ruoss, ... (+10 more)
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cs.LG
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214 |
2 years ago |
| 374 |
Precise Recovery of Latent Vectors from Generative Adversarial Networks
Zachary C. Lipton, Subarna Tripathi
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cs.LG
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213 |
9 years ago |
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MeshDiffusion: Score-based Generative 3D Mesh Modeling
Zhen Liu, Yao Feng, ... (+4 more)
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cs.GR
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213 |
3 years ago |
| 376 |
Capacity and Trainability in Recurrent Neural Networks
Jasmine Collins, Jascha Sohl-Dickstein, David Sussillo
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stat.ML
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212 |
9 years ago |
| 377 |
Towards the Limit of Network Quantization
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
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cs.CV
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212 |
9 years ago |
| 378 |
Detecting Statistical Interactions from Neural Network Weights
Michael Tsang, Dehua Cheng, Yan Liu
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stat.ML
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212 |
9 years ago |
| 379 |
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model
Wenhan Xiong, Jingfei Du, ... (+2 more)
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cs.CL
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6 years ago |
| 380 |
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
Xi Victoria Lin, Xilun Chen, ... (+10 more)
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cs.CL
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211 |
2 years ago |
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Reinforcement Learning from Imperfect Demonstrations
Yang Gao, Huazhe Xu, ... (+4 more)
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cs.AI
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8 years ago |
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Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability
Kai Y. Xiao, Vincent Tjeng, ... (+2 more)
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cs.LG
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7 years ago |
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Uncertainty-guided Continual Learning with Bayesian Neural Networks
Sayna Ebrahimi, Mohamed Elhoseiny, ... (+2 more)
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cs.LG
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7 years ago |
| 384 |
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?
Simon S. Du, Sham M. Kakade, ... (+2 more)
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cs.LG
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6 years ago |
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Adversarial AutoAugment
Xinyu Zhang, Qiang Wang, ... (+2 more)
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cs.CV
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6 years ago |
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Generative Models for Effective ML on Private, Decentralized Datasets
Sean Augenstein, H. Brendan McMahan, ... (+6 more)
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cs.LG
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6 years ago |
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PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
Xinyuan Wang, Chenxi Li, ... (+7 more)
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cs.CL
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2 years ago |
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EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision
Jiawei Yang, Boris Ivanovic, ... (+9 more)
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cs.CV
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2 years ago |
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Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs
Ryan L. Murphy, Balasubramaniam Srinivasan, ... (+2 more)
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cs.LG
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7 years ago |
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Deep Online Learning via Meta-Learning: Continual Adaptation for Model-Based RL
Anusha Nagabandi, Chelsea Finn, Sergey Levine
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cs.LG
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204 |
7 years ago |
| 391 |
On Identifiability in Transformers
Gino Brunner, Yang Liu, ... (+4 more)
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cs.CL
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6 years ago |
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Proving Test Set Contamination in Black Box Language Models
Yonatan Oren, Nicole Meister, ... (+3 more)
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cs.CL
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2 years ago |
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FasterSeg: Searching for Faster Real-time Semantic Segmentation
Wuyang Chen, Xinyu Gong, ... (+4 more)
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cs.CV
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6 years ago |
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Stochastic Optimization of Sorting Networks via Continuous Relaxations
Aditya Grover, Eric Wang, ... (+2 more)
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stat.ML
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7 years ago |
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Understanding the Failure Modes of Out-of-Distribution Generalization
Vaishnavh Nagarajan, Anders Andreassen, Behnam Neyshabur
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cs.LG
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200 |
5 years ago |
| 396 |
Neural Networks and the Chomsky Hierarchy
Grégoire Delétang, Anian Ruoss, ... (+9 more)
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cs.LG
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4 years ago |
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Adversarial Reprogramming of Neural Networks
Gamaleldin F. Elsayed, Ian Goodfellow, Jascha Sohl-Dickstein
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cs.LG
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198 |
8 years ago |
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Meta-Learning without Memorization
Mingzhang Yin, George Tucker, ... (+3 more)
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cs.LG
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197 |
6 years ago |
| 399 |
The Ingredients of Real-World Robotic Reinforcement Learning
Henry Zhu, Justin Yu, ... (+6 more)
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cs.LG
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6 years ago |
| 400 |
Extrapolation and learning equations
Georg Martius, Christoph H. Lampert
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cs.LG
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194 |
9 years ago |