3.4k citations
- Google (United States)US60 papers
- Google (United Kingdom)GB23 papers
- Centre de Recherche en InformatiqueFR7 papers
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR7 papers
- University of TorontoCA7 papers
- Afterschool AllianceUS6 papers
- Columbia UniversityUS6 papers
- École Normale Supérieure - PSLFR6 papers
- Massachusetts Institute of TechnologyUS6 papers
- Meta (Israel)IL6 papers
- University of AlbertaCA6 papers
- University of OxfordGB6 papers
18 papers · 1 filter
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling
Cindy Trinh, Emilie Kaufmann, Claire Vernade +1
Stochastic Rank-One Bandits (Katarya et al, (2017a,b)) are a simple framework for regret minimization problems over rank-one matrices of arms. The initially proposed algorithms are…
Recurrent Neural Network Transducer for Audio-Visual Speech Recognition
Takaki Makino, Hank Liao, Yannis Assael +4
This work presents a large-scale audio-visual speech recognition system based on a recurrent neural network transducer (RNN-T) architecture. To support the development of such a sy…
Fixed-Confidence Guarantees for Bayesian Best-Arm Identification
Xuedong Shang, Rianne de Heide, Emilie Kaufmann +2
We investigate and provide new insights on the sampling rule called Top-Two Thompson Sampling (TTTS). In particular, we justify its use for fixed-confidence best-arm identification…
Controllable Attention for Structured Layered Video Decomposition
Jean-Baptiste Alayrac, João Carreira, Relja Arandjelović +1
The objective of this paper is to be able to separate a video into its natural layers, and to control which of the separated layers to attend to. For example, to be able to separat…
Self-Supervised Sim-to-Real Adaptation for Visual Robotic Manipulation
Rae Jeong, Yusuf Aytar, David Khosid +5
Collecting and automatically obtaining reward signals from real robotic visual data for the purposes of training reinforcement learning algorithms can be quite challenging and time…
Low Bit-Rate Speech Coding with VQ-VAE and a WaveNet Decoder
Cristina Gârbacea, Aäron van den Oord, Yazhe Li +4
In order to efficiently transmit and store speech signals, speech codecs create a minimally redundant representation of the input signal which is then decoded at the receiver with…