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TitleStatusHype
Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task—0
Findings of the WMT 2021 Shared Task on Efficient Translation—0
Low Resource Quadratic Forms for Knowledge Graph Embeddings—0
Limitations of Knowledge Distillation for Zero-shot Transfer Learning—0
GNNear: Accelerating Full-Batch Training of Graph Neural Networks with Near-Memory Processing—0
Human-Level Control without Server-Grade HardwareCode0
Collage: Seamless Integration of Deep Learning Backends with Automatic PlacementCode1
PP-PicoDet: A Better Real-Time Object Detector on Mobile DevicesCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Optimizing Sparse Matrix Multiplications for Graph Neural Networks—0
SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge GraphsCode1
Streaming Generalized Canonical Polyadic Tensor DecompositionsCode0
TOD: GPU-accelerated Outlier Detection via Tensor OperationsCode1
NeuroBack: Improving CDCL SAT Solving using Graph Neural NetworksCode1
A fast horizon detector and a new annotated dataset for maritime video processing—0
Parameter Prediction for Unseen Deep Architectures—0
AxoNN: An asynchronous, message-driven parallel framework for extreme-scale deep learning—0
Vis-TOP: Visual Transformer Overlay Processor—0
The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding—0
Boosting Graph Embedding on a Single GPUCode1
Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization—0
NeuralBlox: Real-Time Neural Representation Fusion for Robust Volumetric MappingCode1
Energon: Towards Efficient Acceleration of Transformers Using Dynamic Sparse Attention—0
Exploring Deep Neural Networks on Edge TPU—0
Siamese Transformer Pyramid Networks for Real-Time UAV TrackingCode1
Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics—0
Semimartingale and continuous-time Markov chain approximation for rough stochastic local volatility models—0
A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity—0
Scalable Graph Embedding LearningOn A Single GPU—0
Synergy: Resource Sensitive DNN Scheduling in Multi-Tenant Clusters—0
Event-Based high-speed low-latency fiducial marker tracking—0
Efficient Neural Ranking using Forward IndexesCode1
M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining—0
FAST-RIR: Fast neural diffuse room impulse response generatorCode1
Parallel Composition of Weighted Finite-State Transducers—0
PlumeCityNet: Multi-Resolution Air Quality Forecasting—0
UHP-SOT: An Unsupervised High-Performance Single Object Tracker—0
RASA: Efficient Register-Aware Systolic Array Matrix Engine for CPU—0
Light-weight Deformable Registration using Adversarial Learning with Distilling KnowledgeCode1
Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations—0
SECDA: Efficient Hardware/Software Co-Design of FPGA-based DNN Accelerators for Edge InferenceCode1
Mining for Strong Gravitational Lenses with Self-supervised LearningCode1
Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion ExtractionCode0
Delving into Channels: Exploring Hyperparameter Space of Channel Bit Widths with Linear Complexity—0
Multi-objective optimization for Hardware-aware Neural Architecture Search—0
EXPLAINABLE AI-BASED DYNAMIC FILTER PRUNING OF CONVOLUTIONAL NEURAL NETWORKS—0
SpSC: A Fast and Provable Algorithm for Sampling-Based GNN Training—0
TransSlowDown: Efficiency Attacks on Neural Machine Translation Systems—0
CT-ICP: Real-time Elastic LiDAR Odometry with Loop ClosureCode1
Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden IntermediatesCode3
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