| 1101 |
Fast Inference from Transformers via Speculative Decoding
Yaniv Leviathan, Matan Kalman, Yossi Matias
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cs.LG
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1.2K |
3 years ago |
| 1102 |
Language Models (Mostly) Know What They Know
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cs.CL
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1.2K |
3 years ago |
| 1103 |
Deep Interest Evolution Network for Click-Through Rate Prediction
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stat.ML
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1.2K |
7 years ago |
| 1104 |
BAM: Bottleneck Attention Module
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cs.CV
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1.2K |
7 years ago |
| 1105 |
Graph Transformer Networks
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cs.LG
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1.2K |
6 years ago |
| 1106 |
On-Manifold Preintegration for Real-Time Visual-Inertial Odometry
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cs.RO
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1.2K |
10 years ago |
| 1107 |
Annotation Artifacts in Natural Language Inference Data
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cs.CL
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1.2K |
8 years ago |
| 1108 |
Sequence-Level Knowledge Distillation
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cs.CL
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1.2K |
9 years ago |
| 1109 |
LSTM Fully Convolutional Networks for Time Series Classification
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cs.LG
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1.2K |
8 years ago |
| 1110 |
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges
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cs.RO
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| 1111 |
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Antti Tarvainen, Harri Valpola
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cs.NE
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1.2K |
9 years ago |
| 1112 |
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
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11 years ago |
| 1113 |
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1.2K |
8 years ago |
| 1114 |
CNN-RNN: A Unified Framework for Multi-label Image Classification
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cs.CV
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1.2K |
10 years ago |
| 1115 |
Understanding intermediate layers using linear classifier probes
Guillaume Alain, Yoshua Bengio
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stat.ML
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1.2K |
9 years ago |
| 1116 |
An Analysis of Deep Neural Network Models for Practical Applications
Alfredo Canziani, Adam Paszke, Eugenio Culurciello
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cs.CV
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1.2K |
9 years ago |
| 1117 |
Regularizing Neural Networks by Penalizing Confident Output Distributions
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cs.NE
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1.2K |
9 years ago |
| 1118 |
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation
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cs.CV
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6 years ago |
| 1119 |
The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems
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cs.CV
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1.2K |
7 years ago |
| 1120 |
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge
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cs.CV
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1.2K |
9 years ago |
| 1121 |
Quantized Convolutional Neural Networks for Mobile Devices
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1.2K |
10 years ago |
| 1122 |
Deep Learning based Recommender System: A Survey and New Perspectives
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cs.IR
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1.2K |
8 years ago |
| 1123 |
Diversity is All You Need: Learning Skills without a Reward Function
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cs.AI
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1.2K |
8 years ago |
| 1124 |
Compressing Neural Networks with the Hashing Trick
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cs.LG
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1.2K |
11 years ago |
| 1125 |
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction
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9 years ago |
| 1126 |
DenseCap: Fully Convolutional Localization Networks for Dense Captioning
Justin Johnson, Andrej Karpathy, Li Fei-Fei
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cs.CV
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1.2K |
10 years ago |
| 1127 |
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost
Noam Shazeer, Mitchell Stern
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cs.LG
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1.2K |
8 years ago |
| 1128 |
Deep Learning for Hate Speech Detection in Tweets
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cs.CL
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1.2K |
8 years ago |
| 1129 |
Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks
Kang Liu, Brendan Dolan-Gavitt, Siddharth Garg
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cs.CR
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1.2K |
7 years ago |
| 1130 |
Large Language Models Are Human-Level Prompt Engineers
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1.2K |
3 years ago |
| 1131 |
Overcoming catastrophic forgetting with hard attention to the task
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1.2K |
8 years ago |
| 1132 |
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
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8 years ago |
| 1133 |
Semantic Image Inpainting with Deep Generative Models
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1.2K |
9 years ago |
| 1134 |
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
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cs.CV
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1.2K |
9 years ago |
| 1135 |
Meta-SGD: Learning to Learn Quickly for Few-Shot Learning
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8 years ago |
| 1136 |
SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks
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cs.NE
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1.2K |
8 years ago |
| 1137 |
signSGD: Compressed Optimisation for Non-Convex Problems
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8 years ago |
| 1138 |
Optimizing Neural Networks with Kronecker-factored Approximate Curvature
James Martens, Roger Grosse
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cs.LG
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1.2K |
11 years ago |
| 1139 |
The Option-Critic Architecture
Pierre-Luc Bacon, Jean Harb, Doina Precup
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cs.AI
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1.2K |
9 years ago |
| 1140 |
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
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cs.CL
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10 years ago |
| 1141 |
Inner Monologue: Embodied Reasoning through Planning with Language Models
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cs.RO
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1.2K |
3 years ago |
| 1142 |
Pyro: Deep Universal Probabilistic Programming
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7 years ago |
| 1143 |
Dynamic Convolution: Attention over Convolution Kernels
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6 years ago |
| 1144 |
A Primer on Neural Network Models for Natural Language Processing
Yoav Goldberg
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cs.CL
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1.2K |
10 years ago |
| 1145 |
Local SGD Converges Fast and Communicates Little
Sebastian U. Stich
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math.OC
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1.2K |
7 years ago |
| 1146 |
ResUNet++: An Advanced Architecture for Medical Image Segmentation
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eess.IV
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6 years ago |
| 1147 |
Gradient Descent Finds Global Minima of Deep Neural Networks
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1.2K |
7 years ago |
| 1148 |
Ditto: Fair and Robust Federated Learning Through Personalization
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1.2K |
5 years ago |
| 1149 |
Meta-Transfer Learning for Few-Shot Learning
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1.2K |
7 years ago |
| 1150 |
Medical Image Analysis using Convolutional Neural Networks: A Review
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