Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:33:51.382598Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2504.18003.
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 2026-08-16T10:33:51.382598Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1cfe0ccc-4158-4d7b-bf17-63772fa8f8c2 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Octree-Related Data Structures and Algorithms,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 83da02ab-d65f-4d36-ae46-259b9cf274d5 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation An algorithm for finding best matches in logarithmic expected time,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ddb75528-3fea-44ad-ae36-1e6e01b86f80 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation i-Octree: A Fast, Lightweight, and Dynamic Octree for Proximity Search
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4d4ef064-5a88-4505-b808-0307734da083 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation The R*-tree: An efficient and robust access method for points and rectangles,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 075e3cc3-1be1-4898-8ba4-3667cc02b6df · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation A generalization of A VL trees,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 889bd0ac-089f-4ead-974d-f11e6ac723d8 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation A concurrent red–black tree,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6a85aaad-fa1a-438e-999f-9414eb68f5b9 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Skip lists: a probabilistic alternative to balanced trees,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e074d98a-809e-41ad-b22d-4d2e9216dea3 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Fast set operations using treaps,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7ceb9a15-b429-4a30-b15b-b86b07fd2331 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Splay trees for data compres- sion,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8c1ae29a-3c0b-4ddc-955b-b3c3c340d98d · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Fast kd-tree construction with an adaptive error-bounded heuristic,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ded939be-bbe7-4148-85b5-db0b06f638d4 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Bkd-tree: A dynamic scalable kd- tree,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6e68c053-52ca-4f85-b1eb-95a6f76f61d0 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation ikd-Tree: An Incremental K-D Tree for Robotic Applications
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24e11a67-e025-4583-816c-d6b0232ad4d1 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation cKd-tree: A Compact Kd-tree,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8738ef19-e6bc-4a30-9800-295693b97449 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Learning to Simulate Complex Physics with Graph Networks
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 300c93a8-92b3-4ed9-a386-48171cddbddd · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Flann-fast library for approximate nearest neighbors user manual,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 47687638-902b-47aa-a3df-d7f851195bd1 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6a097148-f83c-4d9e-b131-268779678a79 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation A progressive kd tree for approximate k-nearest neighbors,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0f613a20-1374-4747-8a08-62fa5eb62b46 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation A study of learning data structure invariants using off-the-shelf tools,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ac9fc905-7fb3-4b7f-804b-6acace03d9c3 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Learned Indexes with Distribution Smoothing via Virtual Points
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3c2b718e-b14f-4cc2-9e77-cfacef560c0f · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Efficient maintenance and update of nonbonded lists in macromolecular simulations,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7b4d588e-8cde-43ba-a37f-c811f21ea0bb · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Octree generating networks: Efficient convo- lutional architectures for high-resolution 3d outputs,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 63f15ba1-b5ca-41c6-980c-b2b6eb2645c4 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Variational autoencoder with learned latent structure,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation af562b4f-f003-4f0a-b9c4-701438f2d986 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Fast approximate geodesics for deep generative models,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 96163908-f66b-43ee-aa22-6e13fe76e22d · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Data structures and algorithms for high-dimensional structured adaptive mesh refinement,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ea88cb56-9f8f-49e3-b79a-c69ca6a5ec8b · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Feature-driven topology optimization of continuum structures with tai- lored octree meshing,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e39ce9be-af04-415c-a2a7-c3a7be9c61dd · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Sample efficient reinforcement learning method via high efficient episodic memory,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 78bcfd9c-defd-423c-81dc-8c6badca8662 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Deep Reinforcement Learning in Large Discrete Action Spaces
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c291e683-c37e-46b6-9f89-9ef21d15bc00 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Modeling shifting workloads for learned database systems,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation aeedd5b0-547d-4113-863f-76e2b926aacd · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6e376fa8-38e5-49d3-a828-cdbb46a1aa36 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f126e1c5-8b9a-4b64-8181-7f0d76ee0e2a · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation For 100,000 points, our structure completes updates in 0.0826 seconds compared to i-Octree’s 0.2528 seconds—a 3.1× improvement
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 44604752-8759-4e47-aedd-d7b18311ede4 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e898330f-85bb-4d9e-995b-21e2c41ac199 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation As point counts increase from 10,000 to 100,000, our approach shows only a 12× increase in build time, compared to 20.6× for i-Octree
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e815f5b5-5618-4060-a072-06e4f0f01beb · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e5c9a182-bcfe-4470-9073-18bc28bd21a1 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation nearest neighbor queries)
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a09d0f9c-c379-4748-8700-528873576cab · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e9d5493c-7f09-44c8-8835-746a20f06031 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0971ac17-ca0c-4d60-82ca-20d7fd7cdff7 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation This regularity, while beneficial for uniform dis- tributions, becomes restrictive with highly skewed data
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 055eebea-60c5-44b5-a9c4-137ddb68d459 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation This allows KD-trees to create tighter 22 Figure 20: Wave distribution featuring sinusoidal density patterns
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2e303f85-2f02-4636-98b5-8dcdd63cdd7d · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 50f12e29-7a8b-44e8-a304-7dcc4e636a0f · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation In highly non-uniform distributions, these approximations become less accurate
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3f45c0a2-01a2-4f60-b126-7645d20e8568 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1e0743cd-b63c-453b-a71f-0d1569682e2e · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 46b51e64-4e02-436d-854d-590a38aeb3e8 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d6be756d-0ab9-403a-b61b-dd49ffc26da5 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation It is important to note that the current performance limitation appears primarily in the most extreme non-uniform distributions
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 213ba175-87eb-4837-9f92-d0481da205c5 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f6718beb-de40-420b-b29e-8b8867f372d6 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 407bfd5b-69b6-4558-ad77-3ba3368df3b3 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Comparative analysis with FAISS-IVF shows our approach achieves 4.2× faster semantic retrieval while maintaining 96% retrieval accuracy
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4296b83b-b506-4913-9439-76e52c799c98 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation This confirms our theoretical predictions and enables practical use with much larger particle counts
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 22c14383-40dc-40bf-8876-8f8231f9a0d3 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2ac314e2-986b-4e97-906c-2ea8b15fb73c · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation At 1,000 particles, the naive implementation requires approximately 2.8× more memory than our octree-accelerated approach
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5ef7efae-0773-4190-8db6-bb4b987c579e · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b0143e8d-7969-4633-a4e1-db87babf1064 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation This computational advantage becomes crucial during training, where neighborhood relationships must be continuously reevaluated
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dcb60fe9-0fdc-48fd-beff-b44d7ebb93c2 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8dc9e437-6727-4d25-a193-38cc6c83a3cf · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Figure 27: Octree-based adaptive sampling comparison
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 45e9fdc5-7599-4a04-a216-94a56f9274f8 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 501e1fbf-58ca-426b-ba50-c9b129f720df · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 848dcb7c-a0e3-4851-ad82-28b42b1d67cf · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 17a7d4bb-0955-47e6-83f3-f01ddcae9b53 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation B.7.3 E XPERIMENTAL RESULTS We conducted extensive experiments comparing standard OT-Flow with our octree-enhanced variant across several key metrics
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4cc46cc8-6ed1-429f-bebf-794391f48096 · outbound
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 55c43f64-b145-447b-8a81-590b5706fe31 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6146102b-d8b7-4d5a-a3c0-68d419a31709 · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bcdd222d-d9ee-4bd5-982a-f28f6743d28a · outbound
Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation While the octree-enhanced approach shows slightly higher training and validation losses, these are outweighed by the substantial improvements in structural preservation metrics
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
No inbound Pith citation observations are available.