Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:53:37.087686Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2412.11540.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:53:37.087686Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
69 of 69 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ebc8c32c-c30c-4850-adc2-48ec6921aacb · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer 3d semantic parsing of large-scale indoor spaces
Reference 1
Source-reported events for the cited work
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Observation 5754c291-7c3a-418c-b5bd-81fa1f456452 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Semantickitti: A dataset for semantic scene understanding of lidar sequences
Reference 2
Source-reported events for the cited work
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Observation 0916ed4f-8ccd-4f4a-a69a-696974d71b50 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer The lov ´asz-softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks
Reference 3
Source-reported events for the cited work
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Observation 9b6047df-b8f3-45a2-909a-684889845c16 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer nuscenes: A multi- modal dataset for autonomous driving
Reference 4
Source-reported events for the cited work
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Observation 333daa3a-9db7-4bc0-b6ec-7a5e5ca41e6c · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Multi-view 3d object detection network for autonomous driv- ing
Reference 5
Source-reported events for the cited work
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Observation e3c97b1d-354d-4935-8923-df7958434e78 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Mobile-former: Bridging mobilenet and transformer
Reference 6
Source-reported events for the cited work
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Observation 4f4dd876-66b2-461b-acb8-dd149127e9de · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer V oxelnext: Fully sparse voxelnet for 3d object detection and tracking
Reference 7
Source-reported events for the cited work
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Observation 3bdbf254-a98e-40be-a689-e14690678491 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer 2-s3net: Attentive feature fusion with adaptive feature selection for sparse semantic segmentation network
Reference 8
Source-reported events for the cited work
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Observation 03cb0b27-57c8-4c36-9898-5e03e5b9279d · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer 4d spatio-temporal convnets: Minkowski convolutional neural networks
Reference 9
Source-reported events for the cited work
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Observation 73313cda-adbb-40f2-8064-617fc0c7bc84 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Pointcept: A codebase for point cloud perception research
Reference 10
Source-reported events for the cited work
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Observation daf6abae-a30a-443e-b0ec-47082f8fd0b3 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Scannet: Richly-annotated 3d reconstructions of indoor scenes
Reference 11
Source-reported events for the cited work
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Observation 89bb9a01-45d8-44b4-9d09-31c05e036830 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Vision Transformers Need Registers
Reference 12
Source-reported events for the cited work
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Observation ffcf564e-c854-49a8-90ee-9be57e793e6c · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Em- bracing single stride 3d object detector with sparse trans- former
Reference 13
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Observation c214f45d-618e-4fdd-8e92-ca51c7dd8bea · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Efficient graph-based image segmentation
Reference 14
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Observation d0c723b0-d400-4812-aba7-18b736144a1c · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Agent Attention: On the Integration of Softmax and Linear Attention
Reference 15
Source-reported events for the cited work
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Observation bcc91051-417f-4076-9293-8dfe911867fe · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer A survey on vision transformer
Reference 16
Source-reported events for the cited work
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Observation ca474e66-8412-4ca4-9d1f-b9a411f6dd03 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Mapdistill: Boosting efficient camera-based hd map construction via camera-lidar fusion model distillation
Reference 17
Source-reported events for the cited work
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Observation 812c8c26-ec63-47b3-a2e1-487b4f62e3ae · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer ScatterFormer: Efficient Voxel Transformer with Scattered Linear Attention
Reference 18
Source-reported events for the cited work
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Observation ce6d129b-78d9-4330-b58a-4f4c944538a8 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Vision transformer with super token sampling
Reference 19
Source-reported events for the cited work
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Observation fbfb5c18-cc43-4cf5-8997-0578de24ae1f · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Perceiver IO: A General Architecture for Structured Inputs & Outputs
Reference 20
Source-reported events for the cited work
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Observation f3171ee3-1fcc-42c1-8f75-4d2fc603a0fd · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Perceiver: General perception with iterative attention
Reference 21
Source-reported events for the cited work
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Observation 4ee5ee19-deec-435b-8839-21bb90349064 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Pointgroup: Dual-set point group- ing for 3d instance segmentation
Reference 22
Source-reported events for the cited work
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Observation 3a5e8ae4-3027-40e1-8062-515a0c7f28f5 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Transformers in vision: A survey
Reference 23
Source-reported events for the cited work
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Observation 7b7ab77f-5129-48b0-9d60-904404ea0856 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Stratified trans- former for 3d point cloud segmentation
Reference 24
Source-reported events for the cited work
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Observation 92e7a3b7-e215-457b-8c0a-edbd7b215fa4 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Spherical transformer for lidar-based 3d recognition
Reference 25
Source-reported events for the cited work
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Observation 1daaa595-4a64-4ed7-bb42-323e499f81ca · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Pointpillars: Fast encoders for object detection from point clouds
Reference 26
Source-reported events for the cited work
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Observation e9f83792-065e-4db2-8f80-c8d20d2f084b · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Set transformer: A frame- work for attention-based permutation-invariant neural net- works
Reference 27
Source-reported events for the cited work
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Observation 08113e38-14c8-42c7-90e2-f94a4bc04303 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Vehicle Detection from 3D Lidar Using Fully Convolutional Network
Reference 28
Source-reported events for the cited work
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Observation 5cc9c972-6718-47e9-b2e0-cafb95459f6b · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer E-mlp: Effortless online hd map construction with linear priors
Reference 29
Source-reported events for the cited work
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Observation 224c9cab-57be-4caa-b6ce-ce741d8d2781 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Meta architecture for point cloud analysis
Reference 30
Source-reported events for the cited work
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Observation 77c90574-4246-45bd-adeb-6b88e0abfd2a · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Swin transformer: Hierarchical vision transformer using shifted windows
Reference 31
Source-reported events for the cited work
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Observation 5e9e06b6-b4a6-4616-81fc-63fd592ea265 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Swin transformer v2: Scaling up capacity and resolution
Reference 32
Source-reported events for the cited work
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Observation e809885e-8805-4f24-bd81-055cbfe46256 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Uedg: uncertainty-edge dual guided camou- flage object detection
Reference 33
Source-reported events for the cited work
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Observation 0feb94d5-f5b6-4085-8440-8ab1a5846553 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Dual- stream network for visual recognition
Reference 34
Source-reported events for the cited work
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Observation a4966d4a-5fe6-4c8e-a197-96b32c9ad3ff · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer V oxnet: A 3d convo- lutional neural network for real-time object recognition
Reference 35
Source-reported events for the cited work
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Observation bc5c8c6e-7343-4535-a43c-74bf49a235b4 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Mix3d: Out-of-context data augmenta- tion for 3d scenes
Reference 36
Source-reported events for the cited work
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Observation 68750aa9-8d4c-4a7c-83ba-9cd0143680fd · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Fast point transformer
Reference 37
Source-reported events for the cited work
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Observation f44c808e-aaa4-40e1-b3b8-1a86401f8179 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Self-positioning point-based transformer for point cloud understanding
Reference 38
Source-reported events for the cited work
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Observation 4a6a50fc-4cfb-4b32-bc6b-ad6063d83578 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer How Do Vision Transformers Work?
Reference 39
Source-reported events for the cited work
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Observation 714efc3c-1674-41b6-af67-06cfbf434771 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Pointnet: Deep learning on point sets for 3d classification and segmentation
Reference 40
Source-reported events for the cited work
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Observation e6afd995-7ada-47b9-8b61-b6eae6238990 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Pointnet++: Deep hierarchical feature learning on point sets in a metric space
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6279dfc0-7eac-4886-b417-97f3600bdc9b · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Point- next: Revisiting pointnet++ with improved training and scal- ing strategies
Reference 42
Source-reported events for the cited work
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Observation 21ece717-f9ae-4786-bd01-719f09e97c19 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Language- grounded indoor 3d semantic segmentation in the wild
Reference 43
Source-reported events for the cited work
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Observation 32590934-f4fd-4ef4-a23e-6c33d09f7389 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Mask3d: Mask trans- former for 3d semantic instance segmentation
Reference 44
Source-reported events for the cited work
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Observation b5434eea-93ce-4247-a3da-f99223f8f452 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Semantic scene comple- tion from a single depth image
Reference 45
Source-reported events for the cited work
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Observation 0b666216-a00e-468b-ac85-7aec4124409d · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Dropout: a simple way to prevent neural networks from overfitting
Reference 46
Source-reported events for the cited work
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Observation 75840adc-8424-4a81-9778-5556a80b34cf · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Multi-view convolutional neural networks for 3d shape recognition
Reference 47
Source-reported events for the cited work
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Observation 12b507b6-a6b2-4b75-9cdd-84d54d7865ef · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Scalability in perception for autonomous driving: Waymo open dataset
Reference 48
Source-reported events for the cited work
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Observation da97ed99-d76c-4945-88d7-898b04db489a · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer A brief review of nearest neighbor algorithm for learning and classification
Reference 49
Source-reported events for the cited work
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Observation 496132e6-1426-4bfa-9070-7bf9f235504f · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Attention is all you need
Reference 50
Source-reported events for the cited work
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Observation 3b477fa5-d9c1-476e-845c-320aff9d9092 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Dsvt: Dynamic sparse voxel transformer with rotated sets
Reference 51
Source-reported events for the cited work
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Observation b710a350-ca24-4521-9fed-b1b09784127e · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Octformer: Octree-based transformers for 3d point clouds
Reference 52
Source-reported events for the cited work
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Observation 5ff918b5-b09c-4811-b0e9-44ee1ea4cbdb · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Linformer: Self-Attention with Linear Complexity
Reference 53
Source-reported events for the cited work
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Observation d10e7c43-b067-42b9-aff3-5367438adf2d · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Detr3d: 3d object detection from multi-view images via 3d-to-2d queries
Reference 54
Source-reported events for the cited work
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Observation 07a65b1e-02c7-4a9f-ac8c-63d5d8501136 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Point transformer v2: Grouped vector attention and partition-based pooling
Reference 55
Source-reported events for the cited work
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Observation 6565cde5-f08e-4629-9258-89ba41530ea7 · outbound
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Reference 56
Source-reported events for the cited work
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Observation 4f154710-c38b-4b75-9039-6fbd198b5fca · outbound
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Reference 57
Source-reported events for the cited work
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Observation 278ff71f-b1c6-416a-a130-82f58a84d463 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer 2dpass: 2d priors assisted semantic segmentation on lidar point clouds
Reference 58
Source-reported events for the cited work
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Observation 7bbc0605-e7fb-47ca-bbf2-1b0cf901de9a · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding
Reference 59
Source-reported events for the cited work
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Observation 19a20a92-d282-424e-b02a-8e6eec4956d4 · outbound
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Reference 60
Source-reported events for the cited work
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Observation 25338571-8cc2-49e6-86fe-ee181fe48b5c · outbound
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Reference 61
Source-reported events for the cited work
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Observation ce820dbd-47aa-462b-8042-47dc4f2e602d · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Sparse agent transformer for unified voxel and image feature extraction and fusion
Reference 62
Source-reported events for the cited work
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Observation 5cdd7812-378a-455d-ade6-35c4f0b05071 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer P2ftrack: Multi-object tracking with motion prior and feature posterior
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6c65b0ef-3213-4592-9a6e-ef5f5cfa334b · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Coddiff: Prior leading diffusion model for camouflage object detection
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 336b3d1f-3a55-432c-b602-0ca95d8b928e · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Awaretrack: Object awareness for visual tracking via templates interaction
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cbb868b7-371e-4307-8f85-13b673f65c73 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion
Reference 66
Source-reported events for the cited work
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Observation 4a20851a-d781-4a2b-a3bf-322fa24ee80c · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Pointweb: Enhancing local neighborhood features for point cloud processing
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0d74413d-b1e0-4d3d-b19b-b46cc0040533 · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer Point transformer
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3f0ac3d8-29d5-48a8-b04e-a322b412a37b · outbound
SP$^2$T: Sparse Proxy Attention for Dual-stream Point Transformer V oxelnet: End-to-end learning for point cloud based 3d object detection
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
No inbound Pith citation observations are available.