Pages with the most revisions

Showing below up to 250 results in range #1 to #250.

1. stat340s13‏‎ (5,190 revisions)
2. stat841f10‏‎ (2,470 revisions)
3. stat841f14‏‎ (1,887 revisions)
4. stat841‏‎ (1,729 revisions)
5. stat841f11‏‎ (1,491 revisions)
6. stat341 / CM 361‏‎ (1,122 revisions)
7. stat341f11‏‎ (851 revisions)
8. stat946f10‏‎ (733 revisions)
9. stat946f11‏‎ (490 revisions)
10. Wasserstein Auto-Encoders‏‎ (447 revisions)
11. stat441F21‏‎ (335 revisions)
12. stat946F18‏‎ (293 revisions)
13. stat940F21‏‎ (259 revisions)
14. discLDA: Discriminative Learning for Dimensionality Reduction and Classification‏‎ (252 revisions)
15. meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting‏‎ (237 revisions)
16. Improving neural networks by preventing co-adaption of feature detectors‏‎ (236 revisions)
17. Understanding the Effective Receptive Field in Deep Convolutional Neural Networks‏‎ (224 revisions)
18. Zero-Shot Visual Imitation‏‎ (224 revisions)
19. Gradient Episodic Memory for Continual Learning‏‎ (218 revisions)
20. deflation Methods for Sparse PCA‏‎ (204 revisions)
21. stat946w18/IMPROVING GANS USING OPTIMAL TRANSPORT‏‎ (204 revisions)
22. uncovering Shared Structures in Multiclass Classification‏‎ (204 revisions)
23. Bag of Tricks for Efficient Text Classification‏‎ (195 revisions)
24. Conditional Image Synthesis with Auxiliary Classifier GANs‏‎ (192 revisions)
25. Learning the Number of Neurons in Deep Networks‏‎ (191 revisions)
26. f17Stat946PaperSignUp‏‎ (191 revisions)
27. Word translation without parallel data‏‎ (183 revisions)
28. f15Stat946PaperSignUp‏‎ (181 revisions)
29. stat946w18/Unsupervised Machine Translation Using Monolingual Corpora Only‏‎ (178 revisions)
30. optimal Solutions forSparse Principal Component Analysis‏‎ (177 revisions)
31. Graph Structure of Neural Networks‏‎ (172 revisions)
32. measuring Statistical Dependence with Hilbert-Schmidt Norm‏‎ (170 revisions)
33. Speech2Face: Learning the Face Behind a Voice‏‎ (169 revisions)
34. Predicting Floor Level For 911 Calls with Neural Network and Smartphone Sensor Data‏‎ (165 revisions)
35. STAT946F17/Decoding with Value Networks for Neural Machine Translation‏‎ (165 revisions)
36. From Variational to Deterministic Autoencoders‏‎ (163 revisions)
37. stat946w18‏‎ (161 revisions)
38. Modular Multitask Reinforcement Learning with Policy Sketches‏‎ (161 revisions)
39. STAT946F17/ Coupled GAN‏‎ (159 revisions)
40. Loss Function Search for Face Recognition‏‎ (158 revisions)
41. Hierarchical Question-Image Co-Attention for Visual Question Answering‏‎ (158 revisions)
42. a Direct Formulation For Sparse PCA Using Semidefinite Programming‏‎ (156 revisions)
43. Learning to Navigate in Cities Without a Map‏‎ (155 revisions)
44. F21-STAT 441/841 CM 763-Proposal‏‎ (154 revisions)
45. Bayesian Network as a Decision Tool for Predicting ALS Disease‏‎ (154 revisions)
46. multi-Task Feature Learning‏‎ (153 revisions)
47. learn what not to learn‏‎ (152 revisions)
48. stat946w18/Tensorized LSTMs‏‎ (152 revisions)
49. DON'T DECAY THE LEARNING RATE , INCREASE THE BATCH SIZE‏‎ (150 revisions)
50. CRITICAL ANALYSIS OF SELF-SUPERVISION‏‎ (145 revisions)
51. Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments‏‎ (145 revisions)
52. Music Recommender System Based using CRNN‏‎ (145 revisions)
53. Countering Adversarial Images Using Input Transformations‏‎ (143 revisions)
54. Patch Based Convolutional Neural Network for Whole Slide Tissue Image Classification‏‎ (143 revisions)
55. kernelized Sorting‏‎ (143 revisions)
56. Synthesizing Programs for Images usingReinforced Adversarial Learning‏‎ (141 revisions)
57. Influenza Forecasting Framework based on Gaussian Processes‏‎ (141 revisions)
58. STAT946F17/ Dance Dance Convolution‏‎ (141 revisions)
59. Adversarial Attacks on Copyright Detection Systems‏‎ (141 revisions)
60. Describtion of Text Mining‏‎ (140 revisions)
61. Task Understanding from Confusing Multi-task Data‏‎ (138 revisions)
62. CapsuleNets‏‎ (134 revisions)
63. Superhuman AI for Multiplayer Poker‏‎ (133 revisions)
64. Self-Supervised Learning of Pretext-Invariant Representations‏‎ (133 revisions)
65. Surround Vehicle Motion Prediction‏‎ (132 revisions)
66. Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition‏‎ (131 revisions)
67. stat441F18/TCNLM‏‎ (130 revisions)
68. Efficient kNN Classification with Different Numbers of Nearest Neighbors‏‎ (128 revisions)
69. Dialog-based Language Learning‏‎ (128 revisions)
70. consistency of Trace Norm Minimization‏‎ (126 revisions)
71. stat441w18‏‎ (126 revisions)
72. Dynamic Routing Between Capsules STAT946‏‎ (125 revisions)
73. probabilistic PCA with GPLVM‏‎ (123 revisions)
74. hamming Distance Metric Learning‏‎ (123 revisions)
75. Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations‏‎ (122 revisions)
76. STAT946F17/ Teaching Machines to Describe Images via Natural Language Feedback‏‎ (122 revisions)
77. Research Papers Classification System‏‎ (121 revisions)
78. Learning Combinatorial Optimzation‏‎ (121 revisions)
79. Adacompress: Adaptive compression for online computer vision services‏‎ (120 revisions)
80. stat946s13‏‎ (116 revisions)
81. Obfuscated Gradients Give a False Sense of Security Circumventing Defenses to Adversarial Examples‏‎ (116 revisions)
82. Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks‏‎ (115 revisions)
83. stat441F18‏‎ (115 revisions)
84. Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms‏‎ (115 revisions)
85. Fairness Without Demographics in Repeated Loss Minimization‏‎ (114 revisions)
86. f11Stat841EditorSignUp‏‎ (113 revisions)
87. self-Taught Learning‏‎ (112 revisions)
88. Visual Reinforcement Learning with Imagined Goals‏‎ (112 revisions)
89. a Deeper Look into Importance Sampling‏‎ (111 revisions)
90. visualizing Similarity Data with a Mixture of Maps‏‎ (110 revisions)
91. Unsupervised Neural Machine Translation‏‎ (110 revisions)
92. compressive Sensing‏‎ (109 revisions)
93. stat946w18/Spectral normalization for generative adversial network‏‎ (108 revisions)
94. "Why Should I Trust You?": Explaining the Predictions of Any Classifier‏‎ (107 revisions)
95. probabilistic Matrix Factorization‏‎ (106 revisions)
96. Deep Residual Learning for Image Recognition‏‎ (105 revisions)
97. Neural ODEs‏‎ (104 revisions)
98. regression on Manifold using Kernel Dimension Reduction‏‎ (104 revisions)
99. stat441w18/Convolutional Neural Networks for Sentence Classification‏‎ (104 revisions)
100. a Rank Minimization Heuristic with Application to Minimum Order System Approximation‏‎ (104 revisions)
101. summary‏‎ (104 revisions)
102. proposal Fall 2010‏‎ (103 revisions)
103. One pixel attack for fooling deep neural networks‏‎ (103 revisions)
104. Summary for survey of neural networked-based cancer prediction models from microarray data‏‎ (103 revisions)
105. what game are we playing‏‎ (103 revisions)
106. MULTI-VIEW DATA GENERATION WITHOUT VIEW SUPERVISION‏‎ (102 revisions)
107. a Dynamic Bayesian Network Click Model for Web Search Ranking‏‎ (101 revisions)
108. Robot Learning in Homes: Improving Generalization and Reducing Dataset Bias‏‎ (101 revisions)
109. conditional neural process‏‎ (101 revisions)
110. learning Fast Approximations of Sparse Coding‏‎ (99 revisions)
111. When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, l2-consistency and Neuroscience Applications: Summary‏‎ (99 revisions)
112. a New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization‏‎ (99 revisions)
113. question Answering with Subgraph Embeddings‏‎ (97 revisions)
114. main Page‏‎ (96 revisions)
115. When Does Self-Supervision Improve Few-Shot Learning?‏‎ (96 revisions)
116. DETECTING STATISTICAL INTERACTIONS FROM NEURAL NETWORK WEIGHTS‏‎ (96 revisions)
117. Searching For Efficient Multi Scale Architectures For Dense Image Prediction‏‎ (95 revisions)
118. stat946w18/Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data‏‎ (93 revisions)
119. ShakeDrop Regularization‏‎ (93 revisions)
120. IPBoost‏‎ (93 revisions)
121. LightRNN: Memory and Computation-Efficient Recurrent Neural Networks‏‎ (92 revisions)
122. Pre-Training Tasks For Embedding-Based Large-Scale Retrieval‏‎ (92 revisions)
123. a neural representation of sketch drawings‏‎ (92 revisions)
124. F18-STAT841-Proposal‏‎ (92 revisions)
125. Semantic Relation Classification——via Convolution Neural Network‏‎ (92 revisions)
126. sign up for your presentation‏‎ (91 revisions)
127. stat441w18/Image Question Answering using CNN with Dynamic Parameter Prediction‏‎ (90 revisions)
128. Evaluating Machine Accuracy on ImageNet‏‎ (90 revisions)
129. Towards Deep Learning Models Resistant to Adversarial Attacks‏‎ (89 revisions)
130. supervised Dictionary Learning‏‎ (88 revisions)
131. Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin‏‎ (88 revisions)
132. A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques‏‎ (88 revisions)
133. convex and Semi Nonnegative Matrix Factorization‏‎ (88 revisions)
134. graph Laplacian Regularization for Larg-Scale Semidefinite Programming‏‎ (88 revisions)
135. F21-STAT 940-Proposal‏‎ (86 revisions)
136. Wasserstein Auto-encoders‏‎ (86 revisions)
137. Generating Image Descriptions‏‎ (86 revisions)
138. STAT946F17/ Improved Variational Inference with Inverse Autoregressive Flow‏‎ (85 revisions)
139. Neural Speed Reading via Skim-RNN‏‎ (84 revisions)
140. Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness‏‎ (84 revisions)
141. XGBoost‏‎ (83 revisions)
142. Convolutional Sequence to Sequence Learning‏‎ (83 revisions)
143. stat441w18/summary 1‏‎ (83 revisions)
144. f11Stat841proposal‏‎ (82 revisions)
145. Fix your classifier: the marginal value of training the last weight layer‏‎ (82 revisions)
146. Being Bayesian about Categorical Probability‏‎ (81 revisions)
147. Mask RCNN‏‎ (81 revisions)
148. f11Stat946presentation‏‎ (81 revisions)
149. Deep Alternative Neural Network: Exploring Contexts As Early As Possible For Action Recognition‏‎ (81 revisions)
150. a Penalized Matrix Decomposition, with Applications to Sparse Principal Components and Canonical Correlation Analysis‏‎ (81 revisions)
151. learning a Nonlinear Embedding by Preserving Class Neighborhood Structure‏‎ (80 revisions)
152. Deep Reinforcement Learning in Continuous Action Spaces a Case Study in the Game of Simulated Curling‏‎ (80 revisions)
153. maximum-Margin Matrix Factorization‏‎ (79 revisions)
154. Learning What and Where to Draw‏‎ (78 revisions)
155. from Machine Learning to Machine Reasoning‏‎ (77 revisions)
156. learning Spectral Clustering, With Application To Speech Separation‏‎ (77 revisions)
157. Meta-Learning For Domain Generalization‏‎ (77 revisions)
158. f10 Stat841 digest‏‎ (76 revisions)
159. Universal Style Transfer via Feature Transforms‏‎ (76 revisions)
160. Imagination-Augmented Agents for Deep Reinforcement Learning‏‎ (76 revisions)
161. stat946F18/Beyond Word Importance Contextual Decomposition to Extract Interactions from LSTMs‏‎ (76 revisions)
162. independent Component Analysis: algorithms and applications‏‎ (75 revisions)
163. Summary - A Neural Representation of Sketch Drawings‏‎ (75 revisions)
164. nonlinear Dimensionality Reduction by Semidefinite Programming and Kernel Matrix Factorization‏‎ (74 revisions)
165. Hierarchical Representations for Efficient Architecture Search‏‎ (74 revisions)
166. XGBoost: A Scalable Tree Boosting System‏‎ (73 revisions)
167. stat946F18/Autoregressive Convolutional Neural Networks for Asynchronous Time Series‏‎ (73 revisions)
168. Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence‏‎ (73 revisions)
169. STAT946F17/ Learning Important Features Through Propagating Activation Differences‏‎ (73 revisions)
170. The Curious Case of Degeneration‏‎ (73 revisions)
171. PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space‏‎ (73 revisions)
172. STAT946F17/Cognitive Psychology For Deep Neural Networks: A Shape Bias Case Study‏‎ (73 revisions)
173. Unsupervised Domain Adaptation with Residual Transfer Networks‏‎ (73 revisions)
174. relevant Component Analysis‏‎ (73 revisions)
175. stat946f15/Sequence to sequence learning with neural networks‏‎ (72 revisions)
176. Functional regularisation for continual learning with gaussian processes‏‎ (72 revisions)
177. Roberta‏‎ (72 revisions)
178. Annotating Object Instances with a Polygon RNN‏‎ (71 revisions)
179. goingDeeperWithConvolutions‏‎ (71 revisions)
180. schedule946‏‎ (71 revisions)
181. stat946w18/AmbientGAN: Generative Models from Lossy Measurements‏‎ (71 revisions)
182. ALBERT: A Lite BERT for Self-supervised Learning of Language Representations‏‎ (69 revisions)
183. Reinforcement Learning of Theorem Proving‏‎ (69 revisions)
184. human-level control through deep reinforcement learning‏‎ (69 revisions)
185. One-Shot Object Detection with Co-Attention and Co-Excitation‏‎ (69 revisions)
186. policy optimization with demonstrations‏‎ (68 revisions)
187. Extreme Multi-label Text Classification‏‎ (68 revisions)
188. A universal SNP and small-indel variant caller using deep neural networks‏‎ (67 revisions)
189. Adversarial Fisher Vectors for Unsupervised Representation Learning‏‎ (67 revisions)
190. BERTScore: Evaluating Text Generation with BERT‏‎ (67 revisions)
191. Learning to Teach‏‎ (67 revisions)
192. stat946w18/Wavelet Pooling For Convolutional Neural Networks‏‎ (67 revisions)
193. visualizing Data using t-SNE‏‎ (66 revisions)
194. Wavelet Pooling CNN‏‎ (66 revisions)
195. proposal for STAT946 projects Fall 2010‏‎ (66 revisions)
196. video-based face recognition using Adaptive HMM‏‎ (65 revisions)
197. statf09841Scribe‏‎ (65 revisions)
198. compressed Sensing Reconstruction via Belief Propagation‏‎ (64 revisions)
199. contributions on Quantifying Cancer Progression with Conjunctive Bayesian Networks‏‎ (64 revisions)
200. Deep Exploration via Bootstrapped DQN‏‎ (64 revisions)
201. FeUdal Networks for Hierarchical Reinforcement Learning‏‎ (63 revisions)
202. neighbourhood Components Analysis‏‎ (62 revisions)
203. the Wake-Sleep Algorithm for Unsupervised Neural Networks‏‎ (62 revisions)
204. One-Shot Imitation Learning‏‎ (62 revisions)
205. stat946w18/Synthetic and natural noise both break neural machine translation‏‎ (61 revisions)
206. deep neural networks for acoustic modeling in speech recognition‏‎ (61 revisions)
207. signupformStat341F11‏‎ (61 revisions)
208. STAT946F17/Conditional Image Generation with PixelCNN Decoders‏‎ (61 revisions)
209. DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION‏‎ (60 revisions)
210. Dense Passage Retrieval for Open-Domain Question Answering‏‎ (60 revisions)
211. DeepVO Towards end to end visual odometry with deep RNN‏‎ (59 revisions)
212. f14Stat842EditorSignUp‏‎ (59 revisions)
213. CatBoost: unbiased boosting with categorical features‏‎ (59 revisions)
214. Spherical CNNs‏‎ (59 revisions)
215. f11Stat841presentation‏‎ (59 revisions)
216. stat946w18/MaskRNN: Instance Level Video Object Segmentation‏‎ (58 revisions)
217. residual Component Analysis: Generalizing PCA for more flexible inference in linear-Gaussian models‏‎ (58 revisions)
218. stat441w18/A New Method of Region Embedding for Text Classification‏‎ (57 revisions)
219. kernelized Locality-Sensitive Hashing‏‎ (56 revisions)
220. sparse PCA‏‎ (56 revisions)
221. Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction‏‎ (56 revisions)
222. stat946F18/differentiableplasticity‏‎ (55 revisions)
223. learning Hierarchical Features for Scene Labeling‏‎ (55 revisions)
224. a fair comparison of graph neural networks for graph classification‏‎ (55 revisions)
225. End to end Active Object Tracking via Reinforcement Learning‏‎ (55 revisions)
226. On The Convergence Of ADAM And Beyond‏‎ (54 revisions)
227. Understanding Image Motion with Group Representations‏‎ (54 revisions)
228. GradientLess Descent‏‎ (54 revisions)
229. MarrNet: 3D Shape Reconstruction via 2.5D Sketches‏‎ (53 revisions)
230. Don't Just Blame Over-parametrization‏‎ (53 revisions)
231. adaptive dimension reduction for clustering high dimensional data‏‎ (53 revisions)
232. Multi-scale Dense Networks for Resource Efficient Image Classification‏‎ (52 revisions)
233. paper 13‏‎ (52 revisions)
234. nonparametric Latent Feature Models for Link Prediction‏‎ (52 revisions)
235. parsing natural scenes and natural language with recursive neural networks‏‎ (52 revisions)
236. Dynamic Routing Between Capsules‏‎ (51 revisions)
237. statf10841Scribe‏‎ (51 revisions)
238. Task Understanding from Confushing Multitask Data‏‎ (50 revisions)
239. A Bayesian Perspective on Generalization and Stochastic Gradient Descent‏‎ (50 revisions)
240. the Indian Buffet Process: An Introduction and Review‏‎ (50 revisions)
241. inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method‏‎ (49 revisions)
242. markov Random Fields for Super-Resolution‏‎ (49 revisions)
243. stat441w18/mastering-chess-and-shogi-self-play‏‎ (49 revisions)
244. orthogonal gradient descent for continual learning‏‎ (49 revisions)
245. Memory-Based Parameter Adaptation‏‎ (49 revisions)
246. Breaking Certified Defenses: Semantic Adversarial Examples With Spoofed Robustness Certificates‏‎ (48 revisions)
247. THE LOGICAL EXPRESSIVENESS OF GRAPH NEURAL NETWORKS‏‎ (48 revisions)
248. overfeat: integrated recognition, localization and detection using convolutional networks‏‎ (47 revisions)
249. Time-series Generative Adversarial Networks‏‎ (47 revisions)
250. STAT946F20/BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding‏‎ (47 revisions)