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Latest papers

1. TrackEverything: Long Horizon Dense Tracking via De-Duplicating 3D Scene Representations cs.CV · 24 Sep · 2 hits

   …refiner that decodes dense trajectories exclusively for dynamic points. Third, we propose 3D WAFT, replacing memory-prohibitive 4D correlation volumes with efficient feature sampling in the scene cloud. To the best of…

2. Voxel-based block variational quantum linear solver: a hybrid quantum-classical method for static analysis of solids cs.CE · 24 Sep · 1 hit

   …problems produces large sparse linear systems whose solution requires substantial computation time and memory. The variational quantum linear solver (VQLS) offers a hybrid quantum-classical route, but its use in…

3. Beyond Compression: Training Latent Representations for Stable Long-Horizon Rollout in Neural Surrogate Solvers cs.LG · 24 Sep · 1 hit

   …physics benchmarks, while requiring 2 orders of magnitude fewer floating point operations and half the GPU memory. Applied to mesoscale crystal-plasticity simulations of high-cycle fatigue, the resulting surrogate…

4. Practical and Space-Efficient LZ77 and LZ Pre-Compression via String Synchronizing Sets cs.DS · 24 Sep · 3 hits

   …thread, our 3-approximation factorizes 12-19x faster than the classical LPF algorithm while using 14x less memory; on 32 threads, even our exact algorithm is 1.4--2.9x faster than parallel LPF, at 9x less memory. In…

5. Enhancing Word-Level Property Directed Reachability with LLM-Driven Semantic Guidance cs.AR · 24 Sep · 1 hit

   …complementary speedups: clause guidance is effective for deep pipelines and predicate guidance for bus and memory-controller designs. On HWMCC benchmarks, benefits are instance-dependent, demonstrating notable…

6. Orbital Error Dynamics: Self-Organized Criticality, Ephemeral Parameter Resonance, and Non-Linear Biological Ontologies in Zero-Storage Neural Synthesis cs.NE · 24 Sep · 2 hits

   Modern deep neural networks treat parameters as static floating-point matrices stored in physical memory, incurring Von Neumann memory bottlenecks and representation collapse. We formulate Orbital Error…

7. Compiler and Hardware Co-Design for Accelerator Architectures cs.AR · 24 Sep · 1 hit

   …for rapid prototyping of hardware accelerators. EAAC targets static data-flow workloads with predictable memory access patterns. By using MLIR, we enable possible integration with a range of different frontends…

8. Move-rb: Faster Bi-Directional r-indexes and Approximate Pattern Matching cs.DS · 24 Sep · 2 hits

   …faster than the state-of-the-art bi-directional (uncompressed) FM-index columba, which is 36-42x larger. Memory usage (including index size) during APM locate queries is reduced by 1.5x (up to 6.5x) for Hamming…