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Showing below up to 250 results in range #1 to #250.
- Research on Multiple Classification Based on Improved SVM Algorithm for Balanced Binary Decision Tree (1 revision)
- Don't Just Blame Over-parametrization Summary (1 revision)
- Deep Learning for Extreme Multi-label Text Classification (1 revision)
- Pre-Training-Tasks-For-Embedding-Based-Large-Scale-Retrieval (1 revision)
- Influenza Forecasting Framework based on Gaussian processes Summary (1 revision)
- stat946w18/Hierarchical Representations for Efficient Architecture Search (1 revision)
- stat946F20/GradientLess Descent (1 revision)
- Improving neural networks by preventing co-adaption of feature detectors 2020 Fall (1 revision)
- stat946w18/Spectral (1 revision)
- Breaking the Softmax Bottleneck: A High-Rank RNN Language Model (1 revision)
- ModelFramework.jpg (1 revision)
- test (1 revision)
- time-series-using-GAN (1 revision)
- Meta-Learning-For-Domain Generalization (1 revision)
- stat946w18/ (1 revision)
- Deep Transfer Learning with Joint Adaptation Networks (2 revisions)
- Curiosity-driven Exploration by Self-supervised Prediction (2 revisions)
- mark your contribution here (2 revisions)
- copyofstat341 (2 revisions)
- stat946f15/Deep neural networks for acoustic modeling in speech recognition (2 revisions)
- proof of Lemma 1 (2 revisions)
- link to my paper (2 revisions)
- proof (2 revisions)
- video-Based Face Recognition Using Adaptive Hidden Markov Models (2 revisions)
- 13Stat946papers (2 revisions)
- maximum Variance Unfolding (June 2 2009) (2 revisions)
- monte Carlo methods (2 revisions)
- infoboxtest (2 revisions)
- Imagination Augmented Agents for Deep Reinforcement Learning (2 revisions)
- ALBERT (2 revisions)
- deflation Method for Penalized Matrix Decomposition Sparse PCA (2 revisions)
- Bsodjahi (2 revisions)
- mark Your Contribution here (3 revisions)
- binomial Probability Monte Carlo Sampling June 2 2009 (3 revisions)
- generating Random Numbers (3 revisions)
- Do Vision Transformers See Like CNN (3 revisions)
- stat946f17 (3 revisions)
- acceptance-Rejection Sampling (3 revisions)
- techniques for Normal and Gamma Sampling (3 revisions)
- Proposal for STAT946 (Deep Learning) final projects Fall 2017 (3 revisions)
- sandbox to test w2l (3 revisions)
- deepGenerativeModels (3 revisions)
- quantifying cancer progression with conjunctive Bayesian networks (3 revisions)
- wikicoursenote:cleanup (3 revisions)
- learning2reasoning (4 revisions)
- importance Sampling June 2 2009 (4 revisions)
- is Multinomial PCA Multi-faceted Clustering or Dimensionality Reduction (4 revisions)
- stat946f11pool (4 revisions)
- Another look at distance-weighted discrimination (4 revisions)
- test1 (4 revisions)
- wikicoursenote:Manual of Style (4 revisions)
- tRIAL for that odd behaviour (5 revisions)
- stat946-Fall 2010 (5 revisions)
- singular Value Decomposition(SVD) (5 revisions)
- proof of Theorem 1 (5 revisions)
- again on Markov Chain (5 revisions)
- Hash Embeddings for Efficient Word Representations (5 revisions)
- the Manifold Tangent Classifier (6 revisions)
- Batch Normalization Summary (6 revisions)
- on the Number of Linear Regions of Deep Neural Networks (7 revisions)
- stat946f15 (7 revisions)
- bayesian and Frequentist Schools of Thought (7 revisions)
- Batch Normalization (7 revisions)
- importance Sampling and Monte Carlo Simulation (7 revisions)
- importance Sampling and Markov Chain Monte Carlo (MCMC) (7 revisions)
- quantifying cancer progression with conjunctive Bayesian networks. (8 revisions)
- measuring and testing dependence by correlation of distances (8 revisions)
- markov Chain Definitions (9 revisions)
- monte Carlo Integration (10 revisions)
- Deep Residual Learning for Image Recognition Summary (11 revisions)
- the loss surfaces of multilayer networks (Choromanska et al.) (12 revisions)
- deep Neural Nets as a Method for Quantitative Structure–Activity Relationships (12 revisions)
- a Dynamic Bayesian Network Click Model for web search ranking (13 revisions)
- on using very large target vocabulary for neural machine translation (13 revisions)
- Convolutional Neural Networks for Sentence Classification (14 revisions)
- mULTIPLE OBJECT RECOGNITION WITH VISUAL ATTENTION (15 revisions)
- stat441F18/YOLO (16 revisions)
- A Game Theoretic Approach to Class-wise Selective Rationalization (17 revisions)
- Traffic Sign Recognition System (TSRS): SVM and Convolutional Neural Network (17 revisions)
- Robust Probabilistic Modeling with Bayesian Data Reweighting (18 revisions)
- f11Stat946papers (18 revisions)
- incremental Learning, Clustering and Hierarchy Formation of Whole Body Motion Patterns using Adaptive Hidden Markov Chains(Summary) (20 revisions)
- kernel Spectral Clustering for Community Detection in Complex Networks (20 revisions)
- generating text with recurrent neural networks (21 revisions)
- stat441w18/Saliency-based Sequential Image Attention with Multiset Prediction (21 revisions)
- rOBPCA: A New Approach to Robust Principal Component Analysis (21 revisions)
- Convolutional neural network for diagnosis of viral pneumonia and COVID-19 alike diseases (21 revisions)
- Summary of A Probabilistic Approach to Neural Network Pruning (21 revisions)
- learning Convolutional Feature Hierarchies for Visual Recognition (21 revisions)
- stat946w18/Towards Image Understanding From Deep Compression Without Decoding (22 revisions)
- deep Learning of the tissue-regulated splicing code (22 revisions)
- a fast learning algorithm for deep belief nets (22 revisions)
- decentralised Data Fusion: A Graphical Model Approach (Summary) (22 revisions)
- s13Stat946proposal (22 revisions)
- cardinality Restricted Boltzmann Machines (22 revisions)
- extracting and Composing Robust Features with Denoising Autoencoders (23 revisions)
- Wide and Deep Learning for Recommender Systems (23 revisions)
- measuring statistical dependence with Hilbert-Schmidt norms (23 revisions)
- Unsupervised Machine Translation Using Monolingual Corpora Only (24 revisions)
- contributions on Video-Based Face Recognition Using Adaptive Hidden Markov Models (24 revisions)
- very Deep Convoloutional Networks for Large-Scale Image Recognition (24 revisions)
- context Adaptive Training with Factorized Decision Trees for HMM-Based Speech Synthesis (24 revisions)
- Learning The Difference That Makes A Difference With Counterfactually-Augmented Data (25 revisions)
- paper Summaries (25 revisions)
- dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces (25 revisions)
- imageNet Classification with Deep Convolutional Neural Networks (25 revisions)
- The Detection of Black Ice Accidents Using CNNs (26 revisions)
- Dynamic Routing Between Capsulesl (26 revisions)
- proposal for STAT946 (Deep Learning) final projects Fall 2015 (26 revisions)
- learning Long-Range Vision for Autonomous Off-Road Driving (27 revisions)
- neural Machine Translation: Jointly Learning to Align and Translate (27 revisions)
- A Knowledge-Grounded Neural Conversation Model (28 revisions)
- Depthwise Convolution Is All You Need for Learning Multiple Visual Domains (28 revisions)
- genetics (29 revisions)
- deep Convolutional Neural Networks For LVCSR (29 revisions)
- DCN plus: Mixed Objective And Deep Residual Coattention for Question Answering (30 revisions)
- metric and Kernel Learning Using a Linear Transformation (30 revisions)
- Going Deeper with Convolutions (30 revisions)
- deep Generative Stochastic Networks Trainable by Backprop (30 revisions)
- stat841F18/ (31 revisions)
- STAT946F17/ Automated Curriculum Learning for Neural Networks (31 revisions)
- f11stat946EditorSignUp (31 revisions)
- Deep Double Descent Where Bigger Models and More Data Hurt (31 revisions)
- compressive Sensing (Candes) (32 revisions)
- contributions on Context Adaptive Training with Factorized Decision Trees for HMM-Based Speech Synthesis (32 revisions)
- learning Phrase Representations (32 revisions)
- joint training of a convolutional network and a graphical model for human pose estimation (32 revisions)
- distributed Representations of Words and Phrases and their Compositionality (32 revisions)
- maximum likelihood estimation of intrinsic dimension (33 revisions)
- natural language processing (almost) from scratch. (33 revisions)
- f11Stat946ass (33 revisions)
- stat946w18/Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolutional Layers (33 revisions)
- memory Networks (34 revisions)
- dropout (35 revisions)
- positive Semidefinite Metric Learning Using Boosting-like Algorithms (35 revisions)
- Representations of Words and Phrases and their Compositionality (35 revisions)
- schedule of Project Presentations (35 revisions)
- large-Scale Supervised Sparse Principal Component Analysis (35 revisions)
- Predicting Hurricane Trajectories Using a Recurrent Neural Network (35 revisions)
- deep Sparse Rectifier Neural Networks (35 revisions)
- statf09841Proposal (36 revisions)
- scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers Machines (36 revisions)
- Automatic Bank Fraud Detection Using Support Vector Machines (36 revisions)
- F18-STAT946-Proposal (37 revisions)
- neural Turing Machines (37 revisions)
- graphical models for structured classification, with an application to interpreting images of protein subcellular location patterns (37 revisions)
- strategies for Training Large Scale Neural Network Language Models (37 revisions)
- Poison Frogs Neural Networks (38 revisions)
- kernel Dimension Reduction in Regression (38 revisions)
- Training And Inference with Integers in Deep Neural Networks (38 revisions)
- stat441w18/e-gan (39 revisions)
- stat946w18/Implicit Causal Models for Genome-wide Association Studies (39 revisions)
- This Looks Like That: Deep Learning for Interpretable Image Recognition (40 revisions)
- Neural Audio Synthesis of Musical Notes with WaveNet autoencoders (40 revisions)
- an HDP-HMM for Systems with State Persistence (41 revisions)
- semi-supervised Learning with Deep Generative Models (41 revisions)
- graves et al., Speech recognition with deep recurrent neural networks (41 revisions)
- STAT946F17/ Learning a Probabilistic Latent Space of Object Shapes via 3D GAN (41 revisions)
- show, Attend and Tell: Neural Image Caption Generation with Visual Attention (41 revisions)
- U-Time:A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging Summary (41 revisions)
- Co-Teaching (42 revisions)
- matrix Completion with Noise (42 revisions)
- Robust Imitation Learning from Noisy Demonstrations (42 revisions)
- Pixels to Graphs by Associative Embedding (43 revisions)
- Robust Imitation of Diverse Behaviors (43 revisions)
- proposal for STAT946 projects (43 revisions)
- parametric Local Metric Learning for Nearest Neighbor Classification (43 revisions)
- Model Agnostic Learning of Semantic Features (44 revisions)
- schedule (44 revisions)
- SuperGLUE (44 revisions)
- Do Deep Neural Networks Suffer from Crowding (45 revisions)
- hierarchical Dirichlet Processes (45 revisions)
- on the difficulty of training recurrent neural networks (45 revisions)
- continuous space language models (45 revisions)
- stat946w18/Self Normalizing Neural Networks (46 revisions)
- Augmix: New Data Augmentation method to increase the robustness of the algorithm (46 revisions)
- Streaming Bayesian Inference for Crowdsourced Classification (46 revisions)
- Label-Free Supervision of Neural Networks with Physics and Domain Knowledge (46 revisions)
- End-to-End Differentiable Adversarial Imitation Learning (47 revisions)
- overfeat: integrated recognition, localization and detection using convolutional networks (47 revisions)
- Time-series Generative Adversarial Networks (47 revisions)
- STAT946F20/BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (47 revisions)
- A Neural Representation of Sketch Drawings (47 revisions)
- Breaking Certified Defenses: Semantic Adversarial Examples With Spoofed Robustness Certificates (48 revisions)
- THE LOGICAL EXPRESSIVENESS OF GRAPH NEURAL NETWORKS (48 revisions)
- orthogonal gradient descent for continual learning (49 revisions)
- Memory-Based Parameter Adaptation (49 revisions)
- inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method (49 revisions)
- markov Random Fields for Super-Resolution (49 revisions)
- stat441w18/mastering-chess-and-shogi-self-play (49 revisions)
- Task Understanding from Confushing Multitask Data (50 revisions)
- A Bayesian Perspective on Generalization and Stochastic Gradient Descent (50 revisions)
- the Indian Buffet Process: An Introduction and Review (50 revisions)
- statf10841Scribe (51 revisions)
- Dynamic Routing Between Capsules (51 revisions)
- nonparametric Latent Feature Models for Link Prediction (52 revisions)
- parsing natural scenes and natural language with recursive neural networks (52 revisions)
- Multi-scale Dense Networks for Resource Efficient Image Classification (52 revisions)
- paper 13 (52 revisions)
- MarrNet: 3D Shape Reconstruction via 2.5D Sketches (53 revisions)
- Don't Just Blame Over-parametrization (53 revisions)
- adaptive dimension reduction for clustering high dimensional data (53 revisions)
- On The Convergence Of ADAM And Beyond (54 revisions)
- Understanding Image Motion with Group Representations (54 revisions)
- GradientLess Descent (54 revisions)
- stat946F18/differentiableplasticity (55 revisions)
- learning Hierarchical Features for Scene Labeling (55 revisions)
- a fair comparison of graph neural networks for graph classification (55 revisions)
- End to end Active Object Tracking via Reinforcement Learning (55 revisions)
- Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction (56 revisions)
- kernelized Locality-Sensitive Hashing (56 revisions)
- sparse PCA (56 revisions)
- stat441w18/A New Method of Region Embedding for Text Classification (57 revisions)
- stat946w18/MaskRNN: Instance Level Video Object Segmentation (58 revisions)
- residual Component Analysis: Generalizing PCA for more flexible inference in linear-Gaussian models (58 revisions)
- DeepVO Towards end to end visual odometry with deep RNN (59 revisions)
- f14Stat842EditorSignUp (59 revisions)
- CatBoost: unbiased boosting with categorical features (59 revisions)
- Spherical CNNs (59 revisions)
- f11Stat841presentation (59 revisions)
- DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION (60 revisions)
- Dense Passage Retrieval for Open-Domain Question Answering (60 revisions)
- signupformStat341F11 (61 revisions)
- STAT946F17/Conditional Image Generation with PixelCNN Decoders (61 revisions)
- stat946w18/Synthetic and natural noise both break neural machine translation (61 revisions)
- deep neural networks for acoustic modeling in speech recognition (61 revisions)
- One-Shot Imitation Learning (62 revisions)
- neighbourhood Components Analysis (62 revisions)
- the Wake-Sleep Algorithm for Unsupervised Neural Networks (62 revisions)
- FeUdal Networks for Hierarchical Reinforcement Learning (63 revisions)
- compressed Sensing Reconstruction via Belief Propagation (64 revisions)
- contributions on Quantifying Cancer Progression with Conjunctive Bayesian Networks (64 revisions)
- Deep Exploration via Bootstrapped DQN (64 revisions)
- video-based face recognition using Adaptive HMM (65 revisions)
- statf09841Scribe (65 revisions)
- proposal for STAT946 projects Fall 2010 (66 revisions)
- visualizing Data using t-SNE (66 revisions)
- Wavelet Pooling CNN (66 revisions)
- stat946w18/Wavelet Pooling For Convolutional Neural Networks (67 revisions)
- A universal SNP and small-indel variant caller using deep neural networks (67 revisions)
- Adversarial Fisher Vectors for Unsupervised Representation Learning (67 revisions)
- BERTScore: Evaluating Text Generation with BERT (67 revisions)
- Learning to Teach (67 revisions)
- policy optimization with demonstrations (68 revisions)
- Extreme Multi-label Text Classification (68 revisions)
- ALBERT: A Lite BERT for Self-supervised Learning of Language Representations (69 revisions)
- Reinforcement Learning of Theorem Proving (69 revisions)
- One-Shot Object Detection with Co-Attention and Co-Excitation (69 revisions)
- human-level control through deep reinforcement learning (69 revisions)
- Annotating Object Instances with a Polygon RNN (71 revisions)