Deep Learning for Forecasting Stock Returns in the Cross-Section Jan 3, 2018 BIG-bench Machine Learning Deep Learning
— Unverified Did you hear that? Adversarial Examples Against Automatic Speech Recognition Jan 2, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer Jan 2, 2018 Decoder Language Modeling
— Unverified Deep Learning: A Critical Appraisal Jan 2, 2018 Deep Learning speech-recognition
Code Code Available Training RNNs as Fast as CNNs Jan 1, 2018 General Classification Language Modeling
Code Code Available Gated ConvNets for Letter-Based ASR Jan 1, 2018 Decoder Language Modeling
— Unverified Large Scale Multi-Domain Multi-Task Learning with MultiModel Jan 1, 2018 Image Captioning image-classification
— Unverified Fast Node Embeddings: Learning Ego-Centric Representations Jan 1, 2018 Link Prediction Machine Translation
— Unverified Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation Jan 1, 2018 Autonomous Driving General Classification
— Unverified Clipping Free Attacks Against Neural Networks Jan 1, 2018 Malware Detection speech-recognition
— Unverified Link Weight Prediction with Node Embeddings Jan 1, 2018 Deep Learning Graph Mining
— Unverified Monotonic Chunkwise Attention Jan 1, 2018 Document Summarization speech-recognition
Code Code Available New Baseline in Automatic Speech Recognition for Northern S\'ami Jan 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Phonologically Informed Edit Distance Algorithms for Word Alignment with Low-Resource Languages Jan 1, 2018 Machine Translation Speech Recognition
— Unverified Detecting Institutional Dialog Acts in Police Traffic Stops Jan 1, 2018 speech-recognition Speech Recognition
— Unverified Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction Jan 1, 2018 Dialogue Generation Language Modeling
— Unverified PronouncUR: An Urdu Pronunciation Lexicon Generator Jan 1, 2018 Grapheme-to-Phoneme Conversion Language Modeling
— Unverified The CAPIO 2017 Conversational Speech Recognition System Dec 29, 2017 image-classification Image Classification
— Unverified What do we need to build explainable AI systems for the medical domain? Dec 28, 2017 Autonomous Driving Game of Go
— Unverified Leveraging Native Language Speech for Accent Identification using Deep Siamese Networks Dec 25, 2017 Speaker Profiling speech-recognition
— Unverified Letter-Based Speech Recognition with Gated ConvNets Dec 22, 2017 Decoder Language Modeling
Code Code Available On Using Backpropagation for Speech Texture Generation and Voice Conversion Dec 22, 2017 Image Generation speech-recognition
— Unverified Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works Dec 20, 2017 Deep Learning Information Retrieval
Code Code Available Improved Regularization Techniques for End-to-End Speech Recognition Dec 19, 2017 Data Augmentation speech-recognition
— Unverified Improving End-to-End Speech Recognition with Policy Learning Dec 19, 2017 speech-recognition Speech Recognition
— Unverified Subword and Crossword Units for CTC Acoustic Models Dec 19, 2017 Language Modeling Language Modelling
— Unverified Deep Learning for Distant Speech Recognition Dec 17, 2017 Deep Learning Distant Speech Recognition
— Unverified A Berkeley View of Systems Challenges for AI Dec 15, 2017 Machine Translation speech-recognition
— Unverified Monotonic Chunkwise Attention Dec 14, 2017 Document Summarization speech-recognition
Code Code Available FFT-Based Deep Learning Deployment in Embedded Systems Dec 13, 2017 Deep Learning speech-recognition
— Unverified Learning Robust Dialog Policies in Noisy Environments Dec 11, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Building competitive direct acoustics-to-word models for English conversational speech recognition Dec 8, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Using Rule-Based Labels for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction Dec 7, 2017 Property Prediction speech-recognition
Code Code Available An analysis of incorporating an external language model into a sequence-to-sequence model Dec 6, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Gradient Compression Reduce the Communication Bandwidth For distributed Traning Dec 5, 2017 Federated Learning image-classification
Code Code Available Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model Dec 5, 2017 speech-recognition Speech Recognition
— Unverified Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models Dec 5, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training Dec 5, 2017 Federated Learning image-classification
Code Code Available State-of-the-art Speech Recognition With Sequence-to-Sequence Models Dec 5, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs Dec 4, 2017 CPU speech-recognition
— Unverified Phonemic Transcription of Low-Resource Tonal Languages Dec 1, 2017 Acoustic Modelling Language Modeling
Code Code Available Improving End-to-End Memory Networks with Unified Weight Tying Dec 1, 2017 Image Classification Speech Recognition
— Unverified Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples Dec 1, 2017 General Classification Pose Estimation
— Unverified Deep Learning Scaling is Predictable, Empirically Dec 1, 2017 Deep Learning Language Modeling
— Unverified Visual Features for Context-Aware Speech Recognition Dec 1, 2017 Language Modeling Language Modelling
— Unverified Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features Nov 28, 2017 Action Recognition Activity Recognition
Code Code Available Exploiting Nontrivial Connectivity for Automatic Speech Recognition Nov 28, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Language Bootstrapping: Learning Word Meanings From Perception-Action Association Nov 27, 2017 Language Acquisition speech-recognition
Code Code Available A Deep Relevance Matching Model for Ad-hoc Retrieval Nov 23, 2017 Ad-Hoc Information Retrieval Paraphrase Identification
Code Code Available Deep Long Short-Term Memory Adaptive Beamforming Networks For Multichannel Robust Speech Recognition Nov 21, 2017 Robust Speech Recognition speech-recognition
— Unverified 