conftrace_

parameter efficiency

417 papers

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Co-occurring keywords

model compression (3302) transfer learning (5449) convolutional neural network (4226) large language model (13587) mixture of expert (640) knowledge distillation (3725) neural network (6616) language model (4599) neural network optimization (1293) efficient computing (781)

Papers

HABERTOR: An Efficient and Effective Deep Hatespeech Detector EMNLP 2020
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations EMNLP 2020
Few-Shot Learning of Video Action Recognition Only Based on Video Contents WACV 2020
Template-Based Automatic Search of Compact Semantic Segmentation Architectures WACV 2020
Rigging the Lottery: Making All Tickets Winners ICML 2020
MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition INTERSPEECH 2020
Lightweight Text Classifier using Sinusoidal Positional Encoding AACL 2020
Dynamic Convolution: Attention Over Convolution Kernels CVPR 2020
Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! EMNLP 2020
Sum-Product Networks for Robust Automatic Speaker Identification INTERSPEECH 2020
Fast Word Predictor for On-Device Application COLING 2020
Sub-Band Knowledge Distillation Framework for Speech Enhancement INTERSPEECH 2020
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement INTERSPEECH 2020
T-Basis: a Compact Representation for Neural Networks ICML 2020
Fast Image Reconstruction with an Event Camera WACV 2020
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification EMNLP 2020
Monolingual Adapters for Zero-Shot Neural Machine Translation EMNLP 2020
A Dictionary Approach to Domain-Invariant Learning in Deep Networks NIPS 2020
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation EMNLP 2020
Multi-Unit Transformers for Neural Machine Translation EMNLP 2020
Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution INTERSPEECH 2020
Learning Feature Interactions with Lorentzian Factorization Machine AAAI 2020
Deep Residual-Dense Lattice Network for Speech Enhancement AAAI 2020
Incremental Multi-Domain Learning with Network Latent Tensor Factorization AAAI 2020
Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution IJCAI 2020