JasonWayne deep-learning-essay issues

JasonWayne / deep-learning-essay

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A Unified Framework for Multi-Domain CTR Prediction via Large Language Models

#258 JasonWayne opened 1 month ago
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Multi-Task Learning as Multi-Objective Optimization

#257 JasonWayne opened 2 months ago
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Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models

#256 JasonWayne opened 10 months ago
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Scaling Laws for Neural Language Models

#255 JasonWayne opened 10 months ago
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Learnable pooling with Context Gating for video classification

#254 JasonWayne opened 2 years ago
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Improving Deep Learning For Airbnb Search

#253 JasonWayne opened 3 years ago
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MLP-Mixer: An all-MLP Architecture for Vision

#252 JasonWayne opened 3 years ago
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Learning to Rank with Selection Bias in Personal Search

#251 JasonWayne opened 3 years ago
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Distilling the Knowledge in a Neural Network

#250 JasonWayne opened 3 years ago
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Cold-start Sequential Recommendation via Meta Learner

#249 JasonWayne opened 3 years ago
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RepVGG: Making VGG-style ConvNets Great Again

#248 JasonWayne opened 3 years ago
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Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

#247 JasonWayne opened 3 years ago
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Memory-efficient Embedding for Recommendations

#246 JasonWayne opened 3 years ago
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Can weight sharing outperform random architecture search? An investigation with TuNAS

#245 JasonWayne opened 3 years ago
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sample optimization for display advertising

#244 JasonWayne opened 3 years ago
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CAN: Revisiting Feature Co-Action for Click-Through RatePrediction

#243 JasonWayne opened 3 years ago
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DSNAS: Direct Neural Architecture Search without Parameter Retraining

#242 JasonWayne opened 3 years ago
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AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning

#241 JasonWayne opened 3 years ago
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You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization

#240 JasonWayne opened 3 years ago
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AutoBSS: An Efficient Algorithm for Block Stacking Style Search

#239 JasonWayne opened 3 years ago
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Privileged Features Distillation at Taobao Recommendations

#238 JasonWayne opened 3 years ago
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SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-task Learning

#237 JasonWayne opened 3 years ago
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Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics

#236 JasonWayne opened 3 years ago
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Progressive Layered Extraction (PLE): A Novel Multi-TaskLearning (MTL) Model for Personalized Recommendations

#235 JasonWayne opened 3 years ago
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GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks

#234 JasonWayne opened 3 years ago
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Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction

#233 JasonWayne opened 3 years ago
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AVOIDING DEGRADATION IN DEEP FEED-FORWARDNETWORKS BY PHASING OUT SKIP-CONNECTIONS

#232 JasonWayne opened 3 years ago
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MaskConnect: Connectivity Learning by Gradient Descent

#231 JasonWayne opened 3 years ago
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Differentiable Mask for Pruning Convolutional and Recurrent Networks

#230 JasonWayne opened 3 years ago
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HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking

#229 JasonWayne opened 3 years ago
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Neural Input Search for Large Scale Recommendation Models

#228 JasonWayne opened 3 years ago
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Densely Connected Search Space for More Flexible Neural Architecture Search

#227 JasonWayne opened 3 years ago
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Automated Embedding Size Searchin Deep Recommender Systems

#226 JasonWayne opened 3 years ago
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AutoEmb: Automated Embedding Dimensionality Search in Streaming Recommendations

#225 JasonWayne opened 3 years ago
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ATOMNAS: FINE-GRAINED END-TO-END NEURAL ARCHITECTURE SEARCH

#224 JasonWayne opened 3 years ago
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Sampling-Bias-Corrected Neural Modeling for Large Corpus Item Recommendations

#223 JasonWayne opened 3 years ago
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MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning∑

#222 JasonWayne opened 3 years ago
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SNAS: STOCHASTIC NEURAL ARCHITECTURE SEARCH

#221 JasonWayne opened 3 years ago
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Professor Forcing: A New Algorithm for Training Recurrent Networks

#220 JasonWayne opened 3 years ago
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MIXED PRECISION TRAINING

#219 JasonWayne opened 3 years ago
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Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

#218 JasonWayne opened 3 years ago
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RECURRENT NEURAL NETWORK REGULARIZATION

#217 JasonWayne opened 3 years ago
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Lookahead Optimizer: k steps forward, 1 step back

#216 JasonWayne opened 3 years ago
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EAST: An Efficient and Accurate Scene Text Detector

#215 JasonWayne opened 3 years ago
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Grammar as a Foreign Language

#214 JasonWayne opened 3 years ago
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U-Net: Convolutional Networks for Biomedical Image Segmentation

#213 JasonWayne opened 3 years ago
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Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction∗

#212 JasonWayne opened 3 years ago
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Searching For MobilenetV3

#211 JasonWayne opened 3 years ago
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MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks

#210 JasonWayne opened 3 years ago
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Auto-Keras: An Efficient Neural Architecture Search System

#209 JasonWayne opened 3 years ago
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