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conftrace_

gradient computation

53 papers

Papers

A Faster Path to Continual Learning CVPR 2026 DiffBMP: Differentiable Rendering with Bitmap Primitives CVPR 2026 FlashKAT: Understanding and Addressing Performance Bottlenecks in the Kolmogorov-Arnold Transformer AAAI 2026 Parallel Training Time-to-First-Spike Spiking Neural Networks AAAI 2026 First Order Model-Based RL through Decoupled Backpropagation CoRL 2025 Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025 PETRA: Parallel End-to-end Training with Reversible Architectures ICLR 2025 AdjointDEIS: Efficient Gradients for Diffusion Models NeurIPS 2024 Automatic Functional Differentiation in JAX ICLR 2024 Federated Automatic Differentiation JMLR 2024 Full Parameter Fine-tuning for Large Language Models with Limited Resources ACL 2024 Gradients of Functions of Large Matrices NeurIPS 2024 Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision AAAI 2024 Memory-Efficient Fine-Tuning of Transformers via Token Selection EMNLP 2024 Proactive DP: A Multiple Target Optimization Framework for DP-SGD ICML 2024 SAMPa: Sharpness-aware Minimization Parallelized NeurIPS 2024 The Fine-Grained Complexity of Gradient Computation for Training Large Language Models NeurIPS 2024 The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes CVPR 2024 Towards training digitally-tied analog blocks via hybrid gradient computation NeurIPS 2024 Alternating Differentiation for Optimization Layers ICLR 2023 DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training CVPR 2023 Enhancing textual counterfactual explanation intelligibility through Counterfactual Feature Importance ACL 2023 Exact Gradient Computation for Spiking Neural Networks via Forward Propagation AISTATS 2023 Hyperblock Floating Point: Generalised Quantization Scheme for Gradient and Inference Computation WACV 2023 Improving Gradient Computation for Differentiable Physics Simulation with Contacts L4DC 2023