Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:01:29.178188Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2507.04123.
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 2026-08-06T20:01:29.178188Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bbb5ef24-e56f-483b-ba7e-0b6fdec5a376 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Haque, Lingjia Tang, and Jason Mars
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb2a4c32-9ec0-4a0a-983d-b974b99f0550 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Multimodal end-to-end autonomous driving
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cd37df1b-94e8-478f-a841-a6104ce0114d · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 896dfed8-19d4-4fd8-95f2-2b9660b4ae32 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Vlm2scene: Self-supervised image-text-lidar learning with foundation models for autonomous driving scene understanding
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5660f4fb-eb59-4c97-b7f7-a68c786bb91f · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Optimizing fpga-based accelerator design for deep convolutional neural networks
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af357d50-6acf-4acd-bde6-1d3bba45bd7d · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge {TVM}: An automated {End- to-End} optimizing compiler for deep learning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba38d7c3-7871-4a3b-98a7-d4091d2bba60 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Ace: Ally complementary experts for solving long-tailed recognition in one-shot
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 94f14898-8baa-4c35-bfa3-9b446b7f18bd · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Uni- moe: Scaling unified multimodal llms with mixture of ex- perts
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1403e769-473c-462d-b132-79e322711c48 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Cumo: Scaling multimodal llm with co-upcycled mixture- of-experts
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5f04faa6-45b5-4785-8dbb-2324ae252561 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge A Survey on Mixture of Experts in Large Language Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61dbc738-e621-4ac1-8929-fe1b4f02b81b · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e5341b7-536e-46e5-8b90-21ddb068f966 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge FastMoE: A Fast Mixture-of-Expert Training System
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3f420c1-d56f-4ef5-bc1e-984953c8a825 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Qi, Xinlei Chen, Or Litany, and Leonidas J
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d86dad4b-a090-43b4-ad8b-1bd4cb776bf0 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8aaef5a1-8d39-43e5-8d25-eaedacfa018a · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Lang, Sourabh V ora, Holger Caesar, Lubing Zhou, Jiong Yang, and Oscar Beijbom
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc7a8c4a-e58e-4586-8bf9-7659a6ed6a1d · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge V oxelnet: End-to-end learning for point cloud based 3d object detection
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5fde4528-f46c-4d85-9e75-d19d4db7a8de · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Pv-rcnn: Point- voxel feature set abstraction for 3d object detection
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation de57fc8e-936f-4c9c-9272-df5d68a91e3e · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Center- based 3d object detection and tracking
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b8b6c13-e1d1-4da6-9583-d05503bfcd53 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge 3dssd: Point-based 3d single stage object detector
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74969964-ec85-4c4f-ac8f-dc2dc29dfc8b · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Full waveform lidar for adverse weather conditions
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 199e8fa5-5a09-49ba-aa30-dccaeb75d8fd · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge What happens for a tof lidar in fog? IEEE Trans- actions on Intelligent Transportation Systems, 22(11):6670– 6681, 2020
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac018d1e-4baf-4335-b1ae-535aa8da1edf · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Self-supervised sparse-to-dense: Self-supervised depth completion from lidar and monocular camera
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 620ea38c-9134-42fd-ba34-351567daae79 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Ep- net: Enhancing point features with image semantics for 3d object detection
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6eb0f6e4-8537-401a-9b66-5d55297d6a38 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Le, Alan Yuille, and Mingxing Tan
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 44ec3e76-5e0b-4289-b61b-ed70123cabb7 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Unifying voxel-based representation with transformer for 3d object detection
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a1d58498-5153-4aec-8e32-c1c8baccf730 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Ppf-det: Point-pixel fusion for multi-modal 3d object detection
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 85262ea7-0fce-45ee-9cb8-26c787effbfe · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAM
Reference 27
Source-reported events for the cited work
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Observation 6f6652e3-93f7-44ad-9843-f6835de139bc · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Machine learn- ing in compiler optimization
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a834183-a023-4625-ad53-4790cc0db25b · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Au- tomatic feature generation for machine learning–based opti- mising compilation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7ce7e0ff-eaca-4ea4-b495-3481226c98c9 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge NVIDIA TensorRT Developer Guide,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cc833ef5-22b2-4333-bc5e-1bca210438c2 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge XLA: Compiling Machine Learning for Peak Performance, 2020
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2583ce7d-3690-44e5-a444-e9a32dff731a · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Onnx: Open neural network exchange
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e5a4ab86-db46-4c57-a95b-2a97e0982502 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge U- net: Convolutional networks for biomedical image segmen- tation
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83ad18dd-19c2-4836-8b82-c8c900325146 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Adaptive mixtures of local experts.Neu- ral computation, 3(1):79–87, 1991
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3920f929-e156-4795-b964-18eb877a3a17 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Second: Sparsely em- bedded convolutional detection
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation de6337c6-0940-4f6c-b60c-973385d02375 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Communication complexity and parallel computing
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e4fcd392-5485-4b44-9521-835379d21381 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Are we ready for autonomous driving? the kitti vision benchmark suite
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bc5844fd-de17-41b5-a068-04f5243d054c · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge nuscenes: A multi- modal dataset for autonomous driving
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df3dcfa5-7a70-4338-8b39-5aaa0304dc60 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Introducing kolmogorov–smirnov tests under uncertainty: an application to radioactive data
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 54718ee6-e001-402d-86f9-23740c79e7e6 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge M3detr: Multi- representation, multi-scale, mutual-relation 3d object detec- tion with transformers
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 46b8dfa9-0ca2-4cc7-857d-d34facfc9b0c · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Pv-rcnn: Point- voxel feature set abstraction for 3d object detection
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a578fc0-cede-45c2-aa2e-2b33fc19cc96 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Gle-net: A global and local ensemble network for aerial object detection
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8a151ca7-112e-43f6-aef9-85b85b287421 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge From points to parts: 3d object detection from point cloud with part-aware and part-aggregation net- work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c6f2492f-a893-4cd8-a7cf-c40f29fa299f · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge 3onet: 3d detector for occluded object under obstructed conditions
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 282edbe6-31c0-48a1-98cd-c305a0a049eb · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Logonet: Towards accurate 3d object detection with local-to-global cross-modal fusion
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8bfaa18c-6931-4295-82f9-e9e6e634cc76 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge V oxel field fusion for 3d object detection
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e7ba952-d483-4984-ba61-4062750a5ff9 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Cat-det: Con- trastively augmented transformer for multi-modal 3d object detection
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 82c606f2-a93c-43e2-a8da-5fe4255dad2c · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Transformation-equivariant 3d object detection for autonomous driving
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1a3ba178-5b7f-457a-9e2a-d2742f9078cf · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf6d000a-217b-44ba-9ec5-e14b2a8f19d1 · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Focal- former3d: focusing on hard instance for 3d object detection
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28792fc7-388c-4ab4-a6d0-d4dd30e1858a · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Rus, and Song Han
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2086bc8e-f776-4def-8544-e420d73558ed · outbound
Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge Unresolved cited work
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.