List of works by Richard S. Zemel

A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data

A Generative Model for Attractor Dynamics

scientific article published in January 2000

A Gradient-Based Boosting Algorithm for Regression Problems

A Multiplicative Model for Learning Distributed Text-Based Attribute Representations

scientific article published in January 2014

Autoencoders, Minimum Description Length and Helmholtz Free Energy

scientific article published in January 1994

Cardinality Restricted Boltzmann Machines

scientific article published in January 2012

Causal Effect Inference with Deep Latent-Variable Models

scientific article published in January 2017

Characterizing response behavior in multisensory perception with conflicting cues

Collaborative Ranking With 17 Parameters

scientific article published in January 2012

Comparing classification methods for longitudinal fMRI studies.

scientific article published in November 2010

Developing Population Codes by Minimizing Description Length

scientific article published in January 1994

Directional-Unit Boltzmann Machines

scientific article published in January 1993

Discovering Viewpoint-Invariant Relationships That Characterize Objects

Distributional Population Codes and Multiple Motion Models

Dualing GANs

scientific article published in January 2017

Efficient Graph Generation with Graph Recurrent Attention Networks

scholarly article by Renjie Liao et al published 2019 in Advances in Neural Information Processing Systems 32

Efficient Sampling for Bipartite Matching Problems

scientific article published in January 2012

Encoding and decoding spikes for dynamic stimuli.

scientific article published in September 2008

Excessive Invariance Causes Adversarial Vulnerability

scientific article published on 21 March 2019

Experience-dependent perceptual grouping and object-based attention

article published in 2002

Exploring Models and Data for Image Question Answering

Fairness through awareness

scholarly article published 2012

Fast population coding

scientific article published in February 2007

Few-Shot Learning Through an Information Retrieval Lens

scientific article published in January 2017

Generative versus discriminative training of RBMs for classification of fMRI images

Grouping Components of Three-Dimensional Moving Objects in Area MST of Visual Cortex

scientific article published in January 1995

Incremental Few-Shot Learning with Attention Attractor Networks

Inference and computation with population codes

scientific article

Learning Deep Parsimonious Representations

scientific article published in January 2016

Learning Hybrid Models for Image Annotation with Partially Labeled Data

Learning Latent Subspaces in Variational Autoencoders

Learning flexible features for conditional random fields.

scientific article

Learning to Segment Images Using Dynamic Feature Binding

scientific article published in January 1992

Managing Uncertainty in Cue Combination

Multiple Cause Vector Quantization

scientific article published in January 2003

Neural Guided Constraint Logic Programming for Program Synthesis

article

On the Representational Efficiency of Restricted Boltzmann Machines

Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer

Probabilistic Computation in Spiking Populations

scientific article published in January 2005

Probabilistic Interpretation of Population Codes

scientific article published in January 1997

Probabilistic n-Choose-k Models for Classification and Ranking

scientific article published in January 2012

Probabilistic sequential independent components analysis

scientific article published in July 2004

Prototypical Networks for Few-shot Learning

scientific article published in January 2017

Proximity Graphs for Clustering and Manifold Learning

scientific article published in January 2005

SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies

scholarly article by Seyed Kamyar Seyed Ghasemipour et al published 2019 in Advances in Neural Information Processing Systems 32

Selective Integration: A Model for Disparity Estimation

scientific article published in January 1997

Self Supervised Boosting

scientific article published in January 2003

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

scholarly article

Skip-Thought Vectors

scientific article (publication date: 22 June 2015)

TRAFFIC: Recognizing Objects Using Hierarchical Reference Frame Transformations

scientific article published in January 1990

Understanding the Effective Receptive Field in Deep Convolutional Neural Networks

scientific article published in January 2016

Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models

scientific article published on 10 November 2014