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NotXia eb397bba38 Add ML4CV metric learning losses
2024-11-18 22:19:05 +01:00
..
_2order_optimizer.pdf
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
_adaboost_example1.pdf
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2024-10-17 20:28:28 +02:00
_adaboost_example2.pdf
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2024-10-17 20:28:28 +02:00
_adaboost_example3.pdf
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2024-10-17 20:28:28 +02:00
_adaboost_example4.pdf
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2024-10-17 20:28:28 +02:00
_arcface_cluster.pdf
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2024-11-18 22:19:05 +01:00
_arcface_flow.png
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2024-11-18 22:19:05 +01:00
_arcface_penalty.pdf
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2024-11-18 22:19:05 +01:00
_arcface_softmax.pdf
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2024-11-18 22:19:05 +01:00
_centernet_other_tasks.png
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2024-10-24 22:12:59 +02:00
_cnn_knn_face_recognition.pdf
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2024-11-14 20:04:47 +01:00
_cnn_object_localization.pdf
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2024-10-17 20:28:28 +02:00
_cnn_pyramid_multi_scale.pdf
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2024-10-21 20:57:35 +02:00
_cross_attention.pdf
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2024-10-10 17:44:41 +02:00
_darknet.pdf
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2024-10-24 22:12:59 +02:00
_deeplabv3_aspp.pdf
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2024-11-11 22:12:14 +01:00
_deeplabv3.pdf
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2024-11-07 18:59:47 +01:00
_deeplabv3plus_1.pdf
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2024-11-07 18:59:47 +01:00
_deeplabv3plus_2.pdf
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2024-11-07 18:59:47 +01:00
_deeplabv3plus_3.pdf
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2024-11-07 18:59:47 +01:00
_depth_comparison_features.pdf
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2024-10-28 21:34:39 +01:00
_depth_invariant_offset.pdf
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2024-10-28 21:34:39 +01:00
_depthwise_conv.pdf
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2024-09-30 20:05:02 +02:00
_detr_architecture.pdf
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2024-10-28 21:34:39 +01:00
_dilated_conv_weights.pdf
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2024-11-11 22:12:14 +01:00
_dilated_convolution_exponential.pdf
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2024-11-07 18:59:47 +01:00
_dilated_convolution.pdf
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2024-11-07 18:59:47 +01:00
_dilated_resnet_stage1.pdf
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2024-11-07 18:59:47 +01:00
_dilated_resnet_stage2.pdf
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2024-11-07 18:59:47 +01:00
_dilated_resnet.pdf
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2024-11-07 18:59:47 +01:00
_dot_product_attention.pdf
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2024-10-03 20:09:34 +02:00
_embedding_l2_norm_effect.pdf
Add ML4CV metric learning losses
2024-11-18 22:19:05 +01:00
_example_precision_recall_curve1.pdf
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2024-10-14 18:58:08 +02:00
_example_precision_recall_curve2.pdf
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2024-10-14 18:58:08 +02:00
_fast_r_cnn.pdf
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2024-10-21 20:57:35 +02:00
_faster_r_cnn_fpn.pdf
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2024-10-21 20:57:35 +02:00
_faster_r_cnn.pdf
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2024-10-21 20:57:35 +02:00
_fcn_8.pdf
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2024-11-07 18:59:47 +01:00
_fcn_16.pdf
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2024-11-07 18:59:47 +01:00
_fcn_32.pdf
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2024-11-07 18:59:47 +01:00
_focal_cdf_background.pdf
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2024-10-24 22:12:59 +02:00
_focal_cdf_foreground.pdf
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2024-10-24 22:12:59 +02:00
_focal_loss.pdf
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2024-10-24 22:12:59 +02:00
_fpn_flow.pdf
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2024-10-21 20:57:35 +02:00
_fpn_top_down.pdf
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2024-10-21 20:57:35 +02:00
_grouped_conv.pdf
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
_haar_like_example.pdf
Add ML4CV Viola-Jones + object localization
2024-10-17 20:28:28 +02:00
_haar_like_filters_example.pdf
Add ML4CV Viola-Jones + object localization
2024-10-17 20:28:28 +02:00
_image_pyramid_multi_scale.pdf
Add ML4CV region proposal + multi-scale detector
2024-10-21 20:57:35 +02:00
_integral_image_feature.pdf
Add ML4CV Viola-Jones + object localization
2024-10-17 20:28:28 +02:00
_integral_image_filters.pdf
Add ML4CV Viola-Jones + object localization
2024-10-17 20:28:28 +02:00
_integral_image.pdf
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2024-10-17 20:28:28 +02:00
_inverted_residual.pdf
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2024-09-30 20:05:02 +02:00
_mask2former.pdf
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2024-11-11 22:12:14 +01:00
_mask_rcnn_head.pdf
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2024-11-11 22:12:14 +01:00
_mask_rcnn.pdf
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2024-11-11 22:12:14 +01:00
_masked_self_attention.pdf
Add ML4CV transformer decoder + ViT
2024-10-10 17:44:41 +02:00
_maskformer_decoder.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_maskformer_inference.pdf
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2024-11-11 22:12:14 +01:00
_maskformer_naive.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_mnist_embeddings.pdf
Add ML4CV depth estimation + contrastive loss
2024-11-14 20:04:47 +01:00
_model_scaling.pdf
Add SENet, MobileNetV2, EfficientNet, RegNet
2024-09-30 20:05:02 +02:00
_monodepth_correct.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_monodepth_lr.pdf
Add ML4CV depth estimation + contrastive loss
2024-11-14 20:04:47 +01:00
_monodepth_naive.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_monodepth_train_correct.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_monodepth_train_naive.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_multi_head_attention.pdf
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
_object_detection_example.pdf
Add ML4CV ViT + object detection metrics
2024-10-14 18:58:08 +02:00
_object_detection_map_speed_plot.pdf
Add ML4CV object detections approaches
2024-10-24 22:12:59 +02:00
_one_stage_detector.pdf
Add ML4CV object detections approaches
2024-10-24 22:12:59 +02:00
_panoptic_fpn.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_post_norm_encoder.pdf
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
_pre_norm_encoder.pdf
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
_r_cnn.pdf
Add ML4CV region proposal + multi-scale detector
2024-10-21 20:57:35 +02:00
_random_forest_bagging.pdf
Add ML4CV DETR + kinect
2024-10-28 21:34:39 +01:00
_random_forest_random_splitting.pdf
Add ML4CV DETR + kinect
2024-10-28 21:34:39 +01:00
_resnext_block.pdf
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
_resnext_to_resnet_l1.pdf
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
_resnext_to_resnet_l2.pdf
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
_resnext_to_resnet_l3.pdf
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
_retinanet.pdf
Add ML4CV object detections approaches
2024-10-24 22:12:59 +02:00
_roi_align1.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_roi_align2.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_roi_align3.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_roipool_maxpool.pdf
Add ML4CV region proposal + multi-scale detector
2024-10-21 20:57:35 +02:00
_roipool_snap.pdf
Add ML4CV region proposal + multi-scale detector
2024-10-21 20:57:35 +02:00
_rpn_anchor.pdf
Add ML4CV region proposal + multi-scale detector
2024-10-21 20:57:35 +02:00
_rpn_architecture.pdf
Add ML4CV region proposal + multi-scale detector
2024-10-21 20:57:35 +02:00
_scaled_dot_attention_multi_q.pdf
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
_scaled_dot_attention.pdf
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
_segmentation_rcnn.pdf
Add ML4CV segmentation architectures
2024-11-07 18:59:47 +01:00
_self_attention_permutation.pdf
Add ML4CV transformer decoder + ViT
2024-10-10 17:44:41 +02:00
_self_attention.pdf
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
_sfmlearner.pdf
Add ML4CV depth estimation + contrastive loss
2024-11-14 20:04:47 +01:00
_siamese_network.pdf
Add ML4CV depth estimation + contrastive loss
2024-11-14 20:04:47 +01:00
_spp.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_stereo_pipeline_naive.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_stereo_pipeline_reconstruction.pdf
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
_template_matching.pdf
Add ML4CV metric learning losses
2024-11-18 22:19:05 +01:00
_transformer_autoregressive.pdf
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
_transformer_decoder.pdf
Add ML4CV transformer decoder + ViT
2024-10-10 17:44:41 +02:00
_transformer_embeddings.pdf
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
_transformer_position_encoding.pdf
Add ML4CV transformer decoder + ViT
2024-10-10 17:44:41 +02:00
_transposed_convolution.pdf
Add ML4CV segmentation architectures
2024-11-07 18:59:47 +01:00
_triplet_loss.pdf
Add ML4CV metric learning losses
2024-11-18 22:19:05 +01:00
_unet.pdf
Add ML4CV segmentation architectures
2024-11-07 18:59:47 +01:00
_viola_jones_cascade.pdf
Add ML4CV Viola-Jones + object localization
2024-10-17 20:28:28 +02:00
_vision_transformer.pdf
Add ML4CV transformer decoder + ViT
2024-10-10 17:44:41 +02:00
_vit_embedding_similarity.pdf
Add ML4CV ViT + object detection metrics
2024-10-14 18:58:08 +02:00
_vit_head_distance.pdf
Add ML4CV ViT + object detection metrics
2024-10-14 18:58:08 +02:00
_vit_patch.pdf
Add ML4CV transformer decoder + ViT
2024-10-10 17:44:41 +02:00
_vit_projection_rgb.pdf
Add ML4CV ViT + object detection metrics
2024-10-14 18:58:08 +02:00
_vit_results.pdf
Add ML4CV ViT + object detection metrics
2024-10-14 18:58:08 +02:00
2order_1step.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
adagrad.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
adam_noisy.png
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
adam.png
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
adaptive_lr.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
aspp_deeplabv2.png
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
bifpn.png
Add ML4CV DETR + kinect
2024-10-28 21:34:39 +01:00
centernet_outputs.png
Add ML4CV object detections approaches
2024-10-24 22:12:59 +02:00
compound_scaling.png
Add SENet, MobileNetV2, EfficientNet, RegNet
2024-09-30 20:05:02 +02:00
deepid2.png
Add ML4CV metric learning losses
2024-11-18 22:19:05 +01:00
detr_decoder.png
Add ML4CV DETR + kinect
2024-10-28 21:34:39 +01:00
detr_encoder.png
Add ML4CV DETR + kinect
2024-10-28 21:34:39 +01:00
detr_object_query.png
Add ML4CV DETR + kinect
2024-10-28 21:34:39 +01:00
edf.png
Add SENet, MobileNetV2, EfficientNet, RegNet
2024-09-30 20:05:02 +02:00
efficientnet_scaling.png
Add SENet, MobileNetV2, EfficientNet, RegNet
2024-09-30 20:05:02 +02:00
hungarian_loss.png
Add ML4CV DETR + kinect
2024-10-28 21:34:39 +01:00
momentum_local_global.png
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
momentum.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
monodepth_lr_results.png
Add ML4CV depth estimation + contrastive loss
2024-11-14 20:04:47 +01:00
monodepth_no_lr_results.png
Add ML4CV depth estimation + contrastive loss
2024-11-14 20:04:47 +01:00
motion_data.png
Add ML4CV DETR + kinect
2024-10-28 21:34:39 +01:00
multiscale_comparison.png
Add ML4CV DETR + kinect
2024-10-28 21:34:39 +01:00
nesterov_comparison.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
nesterov_momentum.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
neural_architecture_search.png
Add SENet, MobileNetV2, EfficientNet, RegNet
2024-09-30 20:05:02 +02:00
norm_methods.png
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
obj_det_recall_precision.png
Add ML4CV ViT + object detection metrics
2024-10-14 18:58:08 +02:00
obj_detection_and_segmentation.png
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
optimizers_no_align.png
Add ML4CV Adam + ResNeXt
2024-09-26 22:04:37 +02:00
regnet.png
Add SENet, MobileNetV2, EfficientNet, RegNet
2024-09-30 20:05:02 +02:00
rmsprop.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
se_resnet.png
Add SENet, MobileNetV2, EfficientNet, RegNet
2024-09-30 20:05:02 +02:00
segmentation_types.png
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
selective_search.png
Add ML4CV region proposal + multi-scale detector
2024-10-21 20:57:35 +02:00
sgd_canyon.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
sgd_local_minima.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
sgd_sphere.png
Add ML4CV optimizers
2024-09-23 18:28:07 +02:00
single_model_scaling.png
Add SENet, MobileNetV2, EfficientNet, RegNet
2024-09-30 20:05:02 +02:00
stereo_correspondence.png
Add ML4CV instance and panoptic segmentation + depth estimation
2024-11-11 22:12:14 +01:00
traditional_attention.png
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
transformer.png
Add ML4CV transformer encoder
2024-10-03 20:09:34 +02:00
wide_resnet.png
Add SENet, MobileNetV2, EfficientNet, RegNet
2024-09-30 20:05:02 +02:00