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Showing 2226–2250 of 661570 papers

Title	Date	Tasks	Status	Hype
DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale	Jun 30, 2022	CPUGPU	CodeCode Available	4
Spherical Channels for Modeling Atomic Interactions	Jun 29, 2022	10-shot image generationComputational chemistry	CodeCode Available	4
Pen and Paper Exercises in Machine Learning	Jun 27, 2022	BIG-bench Machine Learning	CodeCode Available	4
Benchopt: Reproducible, efficient and collaborative optimization benchmarks	Jun 27, 2022	Benchmarkingimage-classification	CodeCode Available	4
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis	Jun 19, 2022	Generative Adversarial NetworkImage Generation	CodeCode Available	4
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge	Jun 17, 2022	Atari GamesMinecraft	CodeCode Available	4
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions	Jun 15, 2022	ClusteringDeep Clustering	CodeCode Available	4
RecBole 2.0: Towards a More Up-to-Date Recommendation Library	Jun 15, 2022	BenchmarkingData Augmentation	CodeCode Available	4
LET-3D-AP: Longitudinal Error Tolerant 3D Average Precision for Camera-Only 3D Detection	Jun 15, 2022	Depth EstimationObject Detection	CodeCode Available	4
GLIPv2: Unifying Localization and Vision-Language Understanding	Jun 12, 2022	2D Object DetectionContrastive Learning	CodeCode Available	4
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models	Jun 9, 2022	Common Sense ReasoningMath	CodeCode Available	4
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation	Jun 6, 2022	Image SegmentationInstance Segmentation	CodeCode Available	4
Vision GNN: An Image is Worth Graph of Nodes	Jun 1, 2022	Image ClassificationObject Detection	CodeCode Available	4
Elucidating the Design Space of Diffusion-Based Generative Models	Jun 1, 2022	Image Generation	CodeCode Available	4
Compressible-composable NeRF via Rank-residual Decomposition	May 30, 2022	NeRF	CodeCode Available	4
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector	May 30, 2022	Co-Salient Object DetectionObject	CodeCode Available	4
EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction	May 29, 2022	Autonomous DrivingCPU	CodeCode Available	4
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN	May 27, 2022	Image ClassificationInstance Segmentation	CodeCode Available	4
OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving	May 27, 2022	Autonomous DrivingAutonomous Vehicles	CodeCode Available	4
Are Transformers Effective for Time Series Forecasting?	May 26, 2022	Anomaly DetectionRelation Extraction	CodeCode Available	4
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation	May 26, 2022	3D Multi-Object Tracking3D Object Detection	CodeCode Available	4
Differential Privacy: What is all the noise about?	May 19, 2022	AllFederated Learning	CodeCode Available	4
PLAID: An Efficient Engine for Late Interaction Retrieval	May 19, 2022	CPUGPU	CodeCode Available	4
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning	May 11, 2022	Few-Shot Text ClassificationIn-Context Learning	CodeCode Available	4
Efficient Automated Deep Learning for Time Series Forecasting	May 11, 2022	AutoMLBayesian Optimization	CodeCode Available	4