Skip to yearly menu bar Skip to main content


(23 events)   Timezone:  
Show all
Toggle Poster Visibility
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #1
Learning Invariances for Policy Generalization
In Wed AM Workshops
Remi Combes · · Harm Seijen
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #2
Practical Hyperparameter Optimization
In Wed AM Workshops
Stefan Falkner · ·
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #3
Concept Learning with Energy-Based Models
In Wed AM Workshops
Igor Mordatch
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #4
Adapting to Continuously Shifting Domains
In Wed AM Workshops
Andreea Bobu · Eric Tzeng · Judy Hoffman · Trevor Darrell
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #5
AUTOMATED DESIGN USING NEURAL NETWORKS AND GRADIENT DESCENT
In Wed AM Workshops
oliver hennigh
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #6
Learning Longer-term Dependencies in RNNs with Auxiliary Losses
In Wed AM Workshops
Trieu Trinh · Andrew Dai · Thang Luong · Quoc V Le
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #7
Depth separation and weight-width trade-offs for sigmoidal neural networks
In Wed AM Workshops
Amit Jayant Deshpande · Navin Goyal ·
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #8
Analyzing and Exploiting NARX Recurrent Neural Networks for Long-Term Dependencies
In Wed AM Workshops
Robert DiPietro · Christian Rupprecht · Nassir Navab · Gregory Hager
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #9
THE EFFECTIVENESS OF A TWO-LAYER NEURAL NETWORK FOR RECOMMENDATIONS
In Wed AM Workshops
Oleg Rybakov · Vijai Mohan · · Scott LeGrand · Rejith Joseph · Kiuk Chung · Siddharth Singh · Qian You · Eric Nalisnick · Leo Dirac · Runfei Luo
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #10
Coupled Ensembles of Neural Networks
In Wed AM Workshops
Anuvabh Dutt · Denis Pellerin · Georges Quénot
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #11
SpectralWords: Spectral Embeddings Approach to Word Similarity Task for Large Vocabularies
In Wed AM Workshops
Ivan Lobov
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #12
Diversity-Driven Exploration Strategy for Deep Reinforcement Learning
In Wed AM Workshops
Zhang-Wei Hong · Tzu-Yun Shann · Shih-Yang Su · Yi-Hsiang Chang · Chun-Yi Lee
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #13
Understanding the Loss Surface of Single-Layered Neural Networks for Binary Classification
In Wed AM Workshops
Shiyu Liang · Ruoyu Sun · Yixuan Li ·
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #14
Distributional Adversarial Networks
In Wed AM Workshops
Chengtao Li · David Alvarez-Melis · Keyulu Xu · Stefanie Jegelka · Suvrit Sra
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #15
Multiple Source Domain Adaptation with Adversarial Learning
In Wed AM Workshops
Han Zhao · Shanghang Zhang · Guanhang Wu · · José Moura · Geoff Gordon
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #16
Black-box Attacks on Deep Neural Networks via Gradient Estimation
In Wed AM Workshops
Arjun Nitin Bhagoji · Warren He · Bo Li · Dawn Song
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #17
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks
In Wed AM Workshops
Vitalii Zhelezniak · Dan Busbridge · April Shen · Samuel Smith · Nils Hammerla
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #18
IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification
In Wed AM Workshops
Sam Leroux · Pavlo Molchanov · Pieter Simoens · Bart Dhoedt · Thomas Breuel · Jan Kautz
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #19
Isolating Sources of Disentanglement in Variational Autoencoders
In Wed AM Workshops
Tian Qi Chen · Xuechen Li · Roger Grosse · David Duvenaud
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #20
No Spurious Local Minima in a Two Hidden Unit ReLU Network
In Wed AM Workshops
Chenwei Wu · jiajun luo · Jason D Lee
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #21
COLD FUSION: TRAINING SEQ2SEQ MODELS TOGETHER WITH LANGUAGE MODELS
In Wed AM Workshops
Anuroop Sriram · Heewoo Jun · Sanjeev Satheesh · Adam Coates
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #22
Covariant Compositional Networks For Learning Graphs
In Wed AM Workshops
Risi Kondor · Truong Son Hy · · Brandon Anderson · Shubhendu Trivedi
[ PDF] 
Workshop
Wed May 02 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #23
Challenges in Disentangling Independent Factors of Variation
In Wed AM Workshops
Attila Szabo · Qiyang Hu · Tiziano Portenier · Matthias Zwicker · Paolo Favaro
[ PDF]